maha_sk.txt

velocity
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.44  ,  0.00 (     *         |              ), 0.44,  0.44,  0.44
   2 ,      KNN__S1 ,    0.53  ,  0.29 (    ------*    |              ), 0.40,  0.53,  0.69
   3 ,      KNN__S2 ,    0.88  ,  0.06 (               |       ---*   ), 0.81,  0.88,  0.88
[(0, 0.4375, <sk.Num instance at 0x10be431b8>), (1, 0.533, <sk.Num instance at 0x10be43fc8>), (2, 0.875, <sk.Num instance at 0x10be43dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.31  ,  0.00 (*              |              ), 0.31,  0.31,  0.31
   2 ,      SVM__S1 ,    0.62  ,  0.17 (          ---* |              ), 0.56,  0.62,  0.73
   3 ,      SVM__S2 ,    0.88  ,  0.19 (               |   -----*     ), 0.75,  0.88,  0.94
[(0, 0.3125, <sk.Num instance at 0x10be431b8>), (1, 0.625, <sk.Num instance at 0x10be43fc8>), (2, 0.875, <sk.Num instance at 0x10be43dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.25  ,  0.00 (        *      |              ), 0.25,  0.25,  0.25
   2 ,       NB__S1 ,    0.31  ,  0.24 (    --------*  |              ), 0.20,  0.31,  0.44
   2 ,       NB__S2 ,    0.38  ,  0.12 (            ---|*             ), 0.31,  0.38,  0.44
[(0, 0.25, <sk.Num instance at 0x10be431b8>), (1, 0.313, <sk.Num instance at 0x10be43fc8>), (1, 0.375, <sk.Num instance at 0x10be43dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.40  ,  0.17 (        ----*  |              ), 0.27,  0.40,  0.44
   2 ,     RF__Maha ,    0.44  ,  0.12 (           --* |              ), 0.38,  0.44,  0.50
   3 ,       RF__S2 ,    0.69  ,  0.19 (               |  ----*       ), 0.56,  0.69,  0.75
[(1, 0.4375, <sk.Num instance at 0x10be431b8>), (0, 0.4, <sk.Num instance at 0x10be43fc8>), (2, 0.688, <sk.Num instance at 0x10be43dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.25  ,  0.00 (*              |              ), 0.25,  0.25,  0.25
   2 ,       LR__S1 ,    0.53  ,  0.12 (         --*   |              ), 0.50,  0.53,  0.62
   3 ,       LR__S2 ,    0.88  ,  0.19 (               |   -----*     ), 0.75,  0.88,  0.94
[(0, 0.25, <sk.Num instance at 0x10be431b8>), (1, 0.533, <sk.Num instance at 0x10be43fc8>), (2, 0.875, <sk.Num instance at 0x10be43dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.38  ,  0.20 (  -----*       |              ), 0.27,  0.38,  0.47
   2 ,     DT__Maha ,    0.62  ,  0.00 (               |  *           ), 0.62,  0.62,  0.62
   3 ,       DT__S2 ,    0.75  ,  0.19 (               |  ------*     ), 0.62,  0.75,  0.81
[(1, 0.625, <sk.Num instance at 0x10be431b8>), (0, 0.375, <sk.Num instance at 0x10be43fc8>), (2, 0.75, <sk.Num instance at 0x10be43dd0>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.46  ,  0.12 (       -----*  |              ), 0.41,  0.46,  0.52
   1 ,      KNN__S2 ,    0.46  ,  0.12 (    --------*  |              ), 0.38,  0.46,  0.50
   2 ,    KNN__Maha ,    0.58  ,  0.00 (               |        *     ), 0.58,  0.58,  0.58
[(1, 0.5833333333333334, <sk.Num instance at 0x10bec6170>), (0, 0.455, <sk.Num instance at 0x10bec6128>), (0, 0.455, <sk.Num instance at 0x10bec61b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S2 ,    0.52  ,  0.07 (     -*        |              ), 0.52,  0.52,  0.58
   1 ,    SVM__Maha ,    0.56  ,  0.00 (        *      |              ), 0.56,  0.56,  0.56
   1 ,      SVM__S1 ,    0.59  ,  0.12 (      ----*    |              ), 0.52,  0.59,  0.65
[(0, 0.5555555555555556, <sk.Num instance at 0x10bec6170>), (0, 0.588, <sk.Num instance at 0x10bec6128>), (0, 0.524, <sk.Num instance at 0x10bec61b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.44  ,  0.00 (      *        |              ), 0.44,  0.44,  0.44
   2 ,       NB__S1 ,    0.57  ,  0.13 (       ------* |              ), 0.47,  0.57,  0.60
   3 ,       NB__S2 ,    0.71  ,  0.26 (            ---|-----*        ), 0.55,  0.71,  0.80
[(0, 0.4444444444444444, <sk.Num instance at 0x10bec6170>), (1, 0.571, <sk.Num instance at 0x10bec6128>), (2, 0.714, <sk.Num instance at 0x10bec61b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S2 ,    0.54  ,  0.12 (               | -*           ), 0.50,  0.54,  0.62
   1 ,       RF__S1 ,    0.60  ,  0.28 (               | ---*         ), 0.50,  0.60,  0.78
   2 ,     RF__Maha ,    0.67  ,  0.13 (               |    --*       ), 0.60,  0.67,  0.73
[(1, 0.6666666666666666, <sk.Num instance at 0x10bec6170>), (0, 0.6, <sk.Num instance at 0x10bec6128>), (0, 0.538, <sk.Num instance at 0x10bec61b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.40  ,  0.00 (*              |              ), 0.40,  0.40,  0.40
   2 ,       LR__S1 ,    0.56  ,  0.10 (          ---* |              ), 0.53,  0.56,  0.64
   2 ,       LR__S2 ,    0.57  ,  0.14 (      --------*|              ), 0.48,  0.57,  0.62
[(0, 0.4, <sk.Num instance at 0x10bec6170>), (1, 0.563, <sk.Num instance at 0x10bec6128>), (1, 0.571, <sk.Num instance at 0x10bec61b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.50  ,  0.16 (          ----*|              ), 0.44,  0.50,  0.60
   1 ,       DT__S2 ,    0.52  ,  0.10 (         ------|*             ), 0.43,  0.52,  0.53
   2 ,     DT__Maha ,    0.62  ,  0.08 (               |    ---*      ), 0.59,  0.62,  0.67
[(1, 0.625, <sk.Num instance at 0x10bec6170>), (0, 0.5, <sk.Num instance at 0x10bec6128>), (0, 0.522, <sk.Num instance at 0x10bec61b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.16  ,  0.00 ( *             |              ), 0.16,  0.16,  0.16
   2 ,      KNN__S1 ,    0.32  ,  0.08 (      ---*     |              ), 0.26,  0.32,  0.33
   3 ,      KNN__S2 ,    0.42  ,  0.16 (            --*|              ), 0.39,  0.42,  0.55
[(0, 0.16129032258064516, <sk.Num instance at 0x10bdc3320>), (1, 0.323, <sk.Num instance at 0x10bdc3f38>), (2, 0.419, <sk.Num instance at 0x10bdc35a8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.13  ,  0.00 (     *         |              ), 0.13,  0.13,  0.13
   2 ,      SVM__S1 ,    0.23  ,  0.13 (        ----*  |              ), 0.17,  0.23,  0.30
   3 ,      SVM__S2 ,    0.35  ,  0.13 (               |  -*          ), 0.32,  0.35,  0.45
[(0, 0.12903225806451613, <sk.Num instance at 0x10bdc3320>), (1, 0.233, <sk.Num instance at 0x10bdc3f38>), (2, 0.355, <sk.Num instance at 0x10bdc35a8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S2 ,    0.13  ,  0.03 (       *       |              ), 0.13,  0.13,  0.16
   1 ,       NB__S1 ,    0.13  ,  0.14 (   -----*      |              ), 0.10,  0.13,  0.23
   1 ,     NB__Maha ,    0.16  ,  0.00 (            *  |              ), 0.16,  0.16,  0.16
[(0, 0.16129032258064516, <sk.Num instance at 0x10bdc3320>), (0, 0.133, <sk.Num instance at 0x10bdc3f38>), (0, 0.129, <sk.Num instance at 0x10bdc35a8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.10  ,  0.03 (        *      |              ), 0.10,  0.10,  0.13
   1 ,       RF__S1 ,    0.10  ,  0.13 (     ---*      |              ), 0.07,  0.10,  0.19
   2 ,       RF__S2 ,    0.26  ,  0.10 (               |-----*        ), 0.19,  0.26,  0.29
[(0, 0.0967741935483871, <sk.Num instance at 0x10bdc3320>), (0, 0.1, <sk.Num instance at 0x10bdc3f38>), (1, 0.258, <sk.Num instance at 0x10bdc35a8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.19  ,  0.00 (     *         |              ), 0.19,  0.19,  0.19
   1 ,       LR__S1 ,    0.23  ,  0.10 (   ----*       |              ), 0.17,  0.23,  0.27
   2 ,       LR__S2 ,    0.32  ,  0.10 (         ----* |              ), 0.26,  0.32,  0.35
[(0, 0.1935483870967742, <sk.Num instance at 0x10bdc3320>), (0, 0.233, <sk.Num instance at 0x10bdc3f38>), (1, 0.323, <sk.Num instance at 0x10bdc35a8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.17  ,  0.10 (  ---*         |              ), 0.13,  0.17,  0.23
   1 ,     DT__Maha ,    0.19  ,  0.06 (    ---*       |              ), 0.16,  0.19,  0.23
   2 ,       DT__S2 ,    0.26  ,  0.16 (         ---*  |              ), 0.23,  0.26,  0.39
[(0, 0.1935483870967742, <sk.Num instance at 0x10bdc3320>), (0, 0.167, <sk.Num instance at 0x10bdc3f38>), (1, 0.258, <sk.Num instance at 0x10bdc35a8>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.32  ,  0.08 (     --*       |              ), 0.26,  0.32,  0.33
   2 ,    KNN__Maha ,    0.64  ,  0.00 (               |    *         ), 0.64,  0.64,  0.64
   2 ,      KNN__S2 ,    0.65  ,  0.08 (               |   -*         ), 0.60,  0.65,  0.68
[(1, 0.6381048387096775, <sk.Num instance at 0x10bd371b8>), (0, 0.323, <sk.Num instance at 0x10bd37170>), (1, 0.648, <sk.Num instance at 0x10bd37128>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.23  ,  0.13 (     --*       |              ), 0.17,  0.23,  0.30
   2 ,    SVM__Maha ,    0.59  ,  0.00 (               |     *        ), 0.59,  0.59,  0.59
   3 ,      SVM__S2 ,    0.71  ,  0.10 (               |       ---*   ), 0.65,  0.71,  0.74
[(1, 0.5917338709677419, <sk.Num instance at 0x10bd371b8>), (0, 0.233, <sk.Num instance at 0x10bd37170>), (2, 0.714, <sk.Num instance at 0x10bd37128>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.13  ,  0.14 ( --*           |              ), 0.10,  0.13,  0.23
   2 ,     NB__Maha ,    0.54  ,  0.00 (               |      *       ), 0.54,  0.54,  0.54
   3 ,       NB__S2 ,    0.65  ,  0.09 (               |        ---*  ), 0.59,  0.65,  0.68
[(1, 0.5443548387096774, <sk.Num instance at 0x10bd371b8>), (0, 0.133, <sk.Num instance at 0x10bd37170>), (2, 0.653, <sk.Num instance at 0x10bd37128>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.10  ,  0.13 (  -*           |              ), 0.07,  0.10,  0.19
   2 ,     RF__Maha ,    0.67  ,  0.05 (               |     --*      ), 0.64,  0.67,  0.69
   3 ,       RF__S2 ,    0.72  ,  0.09 (               |      --*     ), 0.67,  0.72,  0.76
[(1, 0.6703629032258064, <sk.Num instance at 0x10bd371b8>), (0, 0.1, <sk.Num instance at 0x10bd37170>), (2, 0.717, <sk.Num instance at 0x10bd37128>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.23  ,  0.10 (  ---*         |              ), 0.17,  0.23,  0.27
   2 ,     LR__Maha ,    0.53  ,  0.00 (               |  *           ), 0.53,  0.53,  0.53
   3 ,       LR__S2 ,    0.70  ,  0.06 (               |         *    ), 0.68,  0.70,  0.74
[(1, 0.5282258064516129, <sk.Num instance at 0x10bd371b8>), (0, 0.233, <sk.Num instance at 0x10bd37170>), (2, 0.698, <sk.Num instance at 0x10bd37128>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.17  ,  0.10 ( -*            |              ), 0.13,  0.17,  0.23
   2 ,       DT__S2 ,    0.67  ,  0.11 (               |    ---*      ), 0.60,  0.67,  0.71
   2 ,     DT__Maha ,    0.72  ,  0.03 (               |        -*    ), 0.70,  0.72,  0.73
[(1, 0.7157258064516128, <sk.Num instance at 0x10bd371b8>), (0, 0.167, <sk.Num instance at 0x10bd37170>), (1, 0.667, <sk.Num instance at 0x10bd37128>)]
synapse
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.50  ,  0.00 (   *           |              ), 0.50,  0.50,  0.50
   2 ,      KNN__S1 ,    0.65  ,  0.19 (        ----*  |              ), 0.59,  0.65,  0.78
   3 ,      KNN__S2 ,    0.83  ,  0.11 (               |    ---*      ), 0.78,  0.83,  0.89
[(0, 0.5, <sk.Num instance at 0x10bf5bcb0>), (1, 0.647, <sk.Num instance at 0x10bf5b830>), (2, 0.833, <sk.Num instance at 0x10bf5bab8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.50  ,  0.00 (*              |              ), 0.50,  0.50,  0.50
   2 ,      SVM__S1 ,    0.61  ,  0.12 ( -----*        |              ), 0.53,  0.61,  0.65
   3 ,      SVM__S2 ,    0.89  ,  0.17 (               |-------*      ), 0.78,  0.89,  0.94
[(0, 0.5, <sk.Num instance at 0x10bf5bcb0>), (1, 0.611, <sk.Num instance at 0x10bf5b830>), (2, 0.889, <sk.Num instance at 0x10bf5bab8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.39  ,  0.00 (   *           |              ), 0.39,  0.39,  0.39
   2 ,       NB__S1 ,    0.59  ,  0.14 (          ---* |              ), 0.53,  0.59,  0.67
   2 ,       NB__S2 ,    0.61  ,  0.11 (            --*|              ), 0.56,  0.61,  0.67
[(0, 0.3888888888888889, <sk.Num instance at 0x10bf5bcb0>), (1, 0.588, <sk.Num instance at 0x10bf5b830>), (1, 0.611, <sk.Num instance at 0x10bf5bab8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.39  ,  0.06 (       *       |              ), 0.39,  0.39,  0.44
   1 ,       RF__S1 ,    0.47  ,  0.24 (  --------*    |              ), 0.29,  0.47,  0.53
   2 ,       RF__S2 ,    0.72  ,  0.17 (               |   ---*       ), 0.67,  0.72,  0.83
[(0, 0.3888888888888889, <sk.Num instance at 0x10bf5bcb0>), (0, 0.471, <sk.Num instance at 0x10bf5b830>), (1, 0.722, <sk.Num instance at 0x10bf5bab8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.56  ,  0.00 (            *  |              ), 0.56,  0.56,  0.56
   1 ,       LR__S1 ,    0.59  ,  0.18 (          ---* |              ), 0.53,  0.59,  0.71
   2 ,       LR__S2 ,    0.83  ,  0.22 (               |   -----*     ), 0.72,  0.83,  0.94
[(0, 0.5555555555555556, <sk.Num instance at 0x10bf5bcb0>), (0, 0.588, <sk.Num instance at 0x10bf5b830>), (1, 0.833, <sk.Num instance at 0x10bf5bab8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.47  ,  0.18 (     ------*   |              ), 0.35,  0.47,  0.53
   2 ,     DT__Maha ,    0.56  ,  0.06 (             --|*             ), 0.50,  0.56,  0.56
   3 ,       DT__S2 ,    0.72  ,  0.17 (               |     ---*     ), 0.67,  0.72,  0.83
[(1, 0.5555555555555556, <sk.Num instance at 0x10bf5bcb0>), (0, 0.471, <sk.Num instance at 0x10bf5b830>), (2, 0.722, <sk.Num instance at 0x10bf5bab8>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.52  ,  0.06 (     --*       |              ), 0.50,  0.52,  0.56
   1 ,    KNN__Maha ,    0.56  ,  0.00 (            *  |              ), 0.56,  0.56,  0.56
   1 ,      KNN__S1 ,    0.57  ,  0.11 (     --------* |              ), 0.50,  0.57,  0.61
[(0, 0.5625, <sk.Num instance at 0x10be82170>), (0, 0.571, <sk.Num instance at 0x10be82128>), (0, 0.519, <sk.Num instance at 0x10be821b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S2 ,    0.54  ,  0.10 (      -*       |              ), 0.52,  0.54,  0.61
   1 ,      SVM__S1 ,    0.55  ,  0.19 (     ---*      |              ), 0.50,  0.55,  0.69
   2 ,    SVM__Maha ,    0.64  ,  0.00 (              *|              ), 0.64,  0.64,  0.64
[(1, 0.6428571428571429, <sk.Num instance at 0x10be82170>), (0, 0.545, <sk.Num instance at 0x10be82128>), (0, 0.536, <sk.Num instance at 0x10be821b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.56  ,  0.21 (   ------*     |              ), 0.48,  0.56,  0.69
   1 ,       NB__S2 ,    0.56  ,  0.12 (      ---*     |              ), 0.52,  0.56,  0.64
   2 ,     NB__Maha ,    0.64  ,  0.00 (               *              ), 0.64,  0.64,  0.64
[(1, 0.6363636363636364, <sk.Num instance at 0x10be82170>), (0, 0.563, <sk.Num instance at 0x10be82128>), (0, 0.563, <sk.Num instance at 0x10be821b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S2 ,    0.59  ,  0.09 (          ---* |              ), 0.55,  0.59,  0.64
   2 ,       RF__S1 ,    0.64  ,  0.17 (            ---|*             ), 0.58,  0.64,  0.75
   2 ,     RF__Maha ,    0.70  ,  0.10 (               |---*          ), 0.62,  0.70,  0.73
[(1, 0.7, <sk.Num instance at 0x10be82170>), (1, 0.643, <sk.Num instance at 0x10be82128>), (0, 0.593, <sk.Num instance at 0x10be821b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S2 ,    0.52  ,  0.06 (          *    |              ), 0.52,  0.52,  0.58
   1 ,       LR__S1 ,    0.59  ,  0.18 (        -------|--*           ), 0.50,  0.59,  0.68
   2 ,     LR__Maha ,    0.62  ,  0.00 (               |     *        ), 0.62,  0.62,  0.62
[(1, 0.625, <sk.Num instance at 0x10be82170>), (0, 0.591, <sk.Num instance at 0x10be82128>), (0, 0.522, <sk.Num instance at 0x10be821b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S2 ,    0.52  ,  0.08 (      ---*     |              ), 0.48,  0.52,  0.56
   1 ,       DT__S1 ,    0.57  ,  0.19 (    -------*   |              ), 0.44,  0.57,  0.62
   2 ,     DT__Maha ,    0.77  ,  0.07 (               |     -*       ), 0.75,  0.77,  0.82
[(1, 0.7692307692307693, <sk.Num instance at 0x10be82170>), (0, 0.571, <sk.Num instance at 0x10be82128>), (0, 0.522, <sk.Num instance at 0x10be821b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.21  ,  0.00 (     *         |              ), 0.21,  0.21,  0.21
   1 ,      KNN__S1 ,    0.27  ,  0.09 (     ----*     |              ), 0.21,  0.27,  0.29
   2 ,      KNN__S2 ,    0.35  ,  0.12 (           ----*              ), 0.29,  0.35,  0.41
[(0, 0.20588235294117646, <sk.Num instance at 0x10be007e8>), (0, 0.265, <sk.Num instance at 0x10be00830>), (1, 0.353, <sk.Num instance at 0x10be00a70>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.15  ,  0.00 (       *       |              ), 0.15,  0.15,  0.15
   2 ,      SVM__S1 ,    0.23  ,  0.15 (       -----*  |              ), 0.15,  0.23,  0.29
   3 ,      SVM__S2 ,    0.32  ,  0.18 (              -|-*            ), 0.27,  0.32,  0.44
[(0, 0.14705882352941177, <sk.Num instance at 0x10be007e8>), (1, 0.235, <sk.Num instance at 0x10be00830>), (2, 0.324, <sk.Num instance at 0x10be00a70>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.12  ,  0.00 (    *          |              ), 0.12,  0.12,  0.12
   2 ,       NB__S1 ,    0.18  ,  0.18 (      ---*     |              ), 0.15,  0.18,  0.32
   2 ,       NB__S2 ,    0.18  ,  0.12 (    -----*     |              ), 0.12,  0.18,  0.23
[(0, 0.11764705882352941, <sk.Num instance at 0x10be007e8>), (1, 0.176, <sk.Num instance at 0x10be00830>), (1, 0.176, <sk.Num instance at 0x10be00a70>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.09  ,  0.03 (      *        |              ), 0.09,  0.09,  0.12
   1 ,       RF__S1 ,    0.12  ,  0.06 (      ----*    |              ), 0.09,  0.12,  0.15
   2 ,       RF__S2 ,    0.23  ,  0.12 (               |-------*      ), 0.18,  0.23,  0.29
[(0, 0.08823529411764706, <sk.Num instance at 0x10be007e8>), (0, 0.118, <sk.Num instance at 0x10be00830>), (1, 0.235, <sk.Num instance at 0x10be00a70>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.18  ,  0.00 (    *          |              ), 0.18,  0.18,  0.18
   2 ,       LR__S1 ,    0.21  ,  0.12 (    ---*       |              ), 0.18,  0.21,  0.29
   3 ,       LR__S2 ,    0.35  ,  0.12 (            ---|---*          ), 0.27,  0.35,  0.38
[(0, 0.17647058823529413, <sk.Num instance at 0x10be007e8>), (1, 0.206, <sk.Num instance at 0x10be00830>), (2, 0.353, <sk.Num instance at 0x10be00a70>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.09  ,  0.03 ( --*           |              ), 0.06,  0.09,  0.09
   2 ,       DT__S1 ,    0.21  ,  0.18 (   -------*    |              ), 0.09,  0.21,  0.27
   3 ,       DT__S2 ,    0.29  ,  0.18 (          ----*|              ), 0.21,  0.29,  0.38
[(0, 0.08823529411764706, <sk.Num instance at 0x10be007e8>), (1, 0.206, <sk.Num instance at 0x10be00830>), (2, 0.294, <sk.Num instance at 0x10be00a70>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.27  ,  0.09 (    --*        |              ), 0.21,  0.27,  0.29
   2 ,    KNN__Maha ,    0.65  ,  0.00 (               |        *     ), 0.65,  0.65,  0.65
   3 ,      KNN__S2 ,    0.69  ,  0.06 (               |         -*   ), 0.67,  0.69,  0.73
[(1, 0.6470588235294119, <sk.Num instance at 0x10c1447a0>), (0, 0.265, <sk.Num instance at 0x10c144878>), (2, 0.694, <sk.Num instance at 0x10c144c20>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.23  ,  0.15 (    ---*       |              ), 0.15,  0.23,  0.29
   2 ,    SVM__Maha ,    0.68  ,  0.00 (               |        *     ), 0.68,  0.68,  0.68
   2 ,      SVM__S2 ,    0.68  ,  0.09 (               |      --*     ), 0.64,  0.68,  0.73
[(1, 0.676470588235294, <sk.Num instance at 0x10c1447a0>), (0, 0.235, <sk.Num instance at 0x10c144878>), (1, 0.681, <sk.Num instance at 0x10c144c20>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.18  ,  0.18 (   --*         |              ), 0.15,  0.18,  0.32
   2 ,     NB__Maha ,    0.64  ,  0.00 (               |        *     ), 0.64,  0.64,  0.64
   3 ,       NB__S2 ,    0.70  ,  0.09 (               |         --*  ), 0.65,  0.70,  0.73
[(1, 0.6356209150326797, <sk.Num instance at 0x10c1447a0>), (0, 0.176, <sk.Num instance at 0x10c144878>), (2, 0.703, <sk.Num instance at 0x10c144c20>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.12  ,  0.06 (  -*           |              ), 0.09,  0.12,  0.15
   2 ,     RF__Maha ,    0.65  ,  0.07 (               |     --*      ), 0.61,  0.65,  0.68
   3 ,       RF__S2 ,    0.71  ,  0.11 (               |       --*    ), 0.66,  0.71,  0.78
[(1, 0.6503267973856209, <sk.Num instance at 0x10c1447a0>), (0, 0.118, <sk.Num instance at 0x10c144878>), (2, 0.712, <sk.Num instance at 0x10c144c20>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.21  ,  0.12 (  -*           |              ), 0.18,  0.21,  0.29
   2 ,       LR__S2 ,    0.67  ,  0.09 (               |     --*      ), 0.63,  0.67,  0.71
   2 ,     LR__Maha ,    0.69  ,  0.00 (               |        *     ), 0.69,  0.69,  0.69
[(1, 0.6895424836601307, <sk.Num instance at 0x10c1447a0>), (0, 0.206, <sk.Num instance at 0x10c144878>), (1, 0.672, <sk.Num instance at 0x10c144c20>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.21  ,  0.18 (  ----*        |              ), 0.09,  0.21,  0.27
   2 ,       DT__S2 ,    0.70  ,  0.10 (               |       -*     ), 0.67,  0.70,  0.77
   2 ,     DT__Maha ,    0.73  ,  0.04 (               |        --*   ), 0.71,  0.73,  0.75
[(1, 0.7336601307189543, <sk.Num instance at 0x10c1447a0>), (0, 0.206, <sk.Num instance at 0x10c144878>), (1, 0.701, <sk.Num instance at 0x10c144c20>)]
ant
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.41  ,  0.00 (*              |              ), 0.41,  0.41,  0.41
   2 ,      KNN__S1 ,    0.70  ,  0.07 (              -|*             ), 0.67,  0.70,  0.73
   3 ,      KNN__S2 ,    0.91  ,  0.09 (               |         ---* ), 0.85,  0.91,  0.94
[(0, 0.4117647058823529, <sk.Num instance at 0x10c0a6368>), (1, 0.697, <sk.Num instance at 0x10c0a6998>), (2, 0.912, <sk.Num instance at 0x10c0a6ef0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.15  ,  0.00 (*              |              ), 0.15,  0.15,  0.15
   2 ,      SVM__S1 ,    0.61  ,  0.11 (              -|*             ), 0.56,  0.61,  0.67
   3 ,      SVM__S2 ,    0.91  ,  0.09 (               |          -*  ), 0.88,  0.91,  0.97
[(0, 0.14705882352941177, <sk.Num instance at 0x10c0a6368>), (1, 0.606, <sk.Num instance at 0x10c0a6998>), (2, 0.912, <sk.Num instance at 0x10c0a6ef0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.15  ,  0.00 (*              |              ), 0.15,  0.15,  0.15
   2 ,       NB__S1 ,    0.58  ,  0.09 (               |  --*         ), 0.55,  0.58,  0.64
   2 ,       NB__S2 ,    0.62  ,  0.15 (               |   ---*       ), 0.56,  0.62,  0.71
[(0, 0.14705882352941177, <sk.Num instance at 0x10c0a6368>), (1, 0.576, <sk.Num instance at 0x10c0a6998>), (1, 0.618, <sk.Num instance at 0x10c0a6ef0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.26  ,  0.06 (   *           |              ), 0.26,  0.26,  0.32
   2 ,       RF__S1 ,    0.46  ,  0.16 (      ----*    |              ), 0.35,  0.46,  0.52
   3 ,       RF__S2 ,    0.85  ,  0.12 (               |        -*    ), 0.82,  0.85,  0.94
[(0, 0.2647058823529412, <sk.Num instance at 0x10c0a6368>), (1, 0.455, <sk.Num instance at 0x10c0a6998>), (2, 0.853, <sk.Num instance at 0x10c0a6ef0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.21  ,  0.00 (*              |              ), 0.21,  0.21,  0.21
   2 ,       LR__S1 ,    0.67  ,  0.06 (               |-*            ), 0.64,  0.67,  0.70
   3 ,       LR__S2 ,    0.91  ,  0.06 (               |         -*   ), 0.88,  0.91,  0.94
[(0, 0.20588235294117646, <sk.Num instance at 0x10c0a6368>), (1, 0.667, <sk.Num instance at 0x10c0a6998>), (2, 0.912, <sk.Num instance at 0x10c0a6ef0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.39  ,  0.19 (   --*         |              ), 0.35,  0.39,  0.55
   1 ,     DT__Maha ,    0.47  ,  0.09 (      --*      |              ), 0.41,  0.47,  0.50
   2 ,       DT__S2 ,    0.82  ,  0.18 (               |    ----*     ), 0.73,  0.82,  0.91
[(0, 0.47058823529411764, <sk.Num instance at 0x10c0a6368>), (0, 0.394, <sk.Num instance at 0x10c0a6998>), (1, 0.824, <sk.Num instance at 0x10c0a6ef0>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.43  ,  0.08 (      --*      |              ), 0.41,  0.43,  0.49
   1 ,      KNN__S1 ,    0.46  ,  0.08 (        ---*   |              ), 0.43,  0.46,  0.51
   1 ,    KNN__Maha ,    0.47  ,  0.00 (            *  |              ), 0.47,  0.47,  0.47
[(0, 0.4666666666666667, <sk.Num instance at 0x10bc00170>), (0, 0.457, <sk.Num instance at 0x10bc00128>), (0, 0.429, <sk.Num instance at 0x10bc001b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.36  ,  0.00 (*              |              ), 0.36,  0.36,  0.36
   2 ,      SVM__S2 ,    0.43  ,  0.06 (    ----*      |              ), 0.39,  0.43,  0.46
   3 ,      SVM__S1 ,    0.48  ,  0.08 (            --*|              ), 0.46,  0.48,  0.54
[(0, 0.35714285714285715, <sk.Num instance at 0x10bc00170>), (2, 0.481, <sk.Num instance at 0x10bc00128>), (1, 0.429, <sk.Num instance at 0x10bc001b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.42  ,  0.00 (  *            |              ), 0.42,  0.42,  0.42
   2 ,       NB__S1 ,    0.50  ,  0.10 (       ------* |              ), 0.46,  0.50,  0.56
   2 ,       NB__S2 ,    0.54  ,  0.09 (           ----|--*           ), 0.49,  0.54,  0.58
[(0, 0.4166666666666667, <sk.Num instance at 0x10bc00170>), (1, 0.5, <sk.Num instance at 0x10bc00128>), (1, 0.543, <sk.Num instance at 0x10bc001b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.45  ,  0.07 (      ---*     |              ), 0.41,  0.45,  0.48
   2 ,       RF__S2 ,    0.51  ,  0.09 (           --* |              ), 0.48,  0.51,  0.57
   2 ,       RF__S1 ,    0.54  ,  0.07 (             --*              ), 0.50,  0.54,  0.57
[(0, 0.45, <sk.Num instance at 0x10bc00170>), (1, 0.538, <sk.Num instance at 0x10bc00128>), (1, 0.509, <sk.Num instance at 0x10bc001b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.41  ,  0.00 (      *        |              ), 0.41,  0.41,  0.41
   1 ,       LR__S2 ,    0.44  ,  0.07 (   ------*     |              ), 0.39,  0.44,  0.47
   2 ,       LR__S1 ,    0.49  ,  0.11 (         ------*              ), 0.44,  0.49,  0.55
[(0, 0.4117647058823529, <sk.Num instance at 0x10bc00170>), (1, 0.488, <sk.Num instance at 0x10bc00128>), (0, 0.444, <sk.Num instance at 0x10bc001b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.40  ,  0.06 (    ---*       |              ), 0.37,  0.40,  0.43
   2 ,       DT__S2 ,    0.45  ,  0.08 (        ----*  |              ), 0.41,  0.45,  0.49
   2 ,       DT__S1 ,    0.46  ,  0.10 (          --*  |              ), 0.43,  0.46,  0.53
[(0, 0.4, <sk.Num instance at 0x10bc00170>), (1, 0.455, <sk.Num instance at 0x10bc00128>), (1, 0.45, <sk.Num instance at 0x10bc001b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.14  ,  0.00 (   *           |              ), 0.14,  0.14,  0.14
   2 ,      KNN__S1 ,    0.22  ,  0.06 (           --* |              ), 0.21,  0.22,  0.27
   2 ,      KNN__S2 ,    0.24  ,  0.10 (             --*              ), 0.22,  0.24,  0.32
[(0, 0.13793103448275862, <sk.Num instance at 0x10d55df38>), (1, 0.224, <sk.Num instance at 0x10d55d830>), (1, 0.241, <sk.Num instance at 0x10d55dcb0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.08  ,  0.00 (*              |              ), 0.08,  0.08,  0.08
   2 ,      SVM__S1 ,    0.19  ,  0.07 (       ----*   |              ), 0.15,  0.19,  0.22
   3 ,      SVM__S2 ,    0.27  ,  0.05 (              -|---*          ), 0.22,  0.27,  0.28
[(0, 0.07758620689655173, <sk.Num instance at 0x10d55df38>), (1, 0.19, <sk.Num instance at 0x10d55d830>), (2, 0.267, <sk.Num instance at 0x10d55dcb0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.06  ,  0.00 (*              |              ), 0.06,  0.06,  0.06
   2 ,       NB__S1 ,    0.17  ,  0.03 (               |*             ), 0.16,  0.17,  0.19
   2 ,       NB__S2 ,    0.18  ,  0.10 (       --------|-*            ), 0.11,  0.18,  0.22
[(0, 0.0603448275862069, <sk.Num instance at 0x10d55df38>), (1, 0.172, <sk.Num instance at 0x10d55d830>), (1, 0.181, <sk.Num instance at 0x10d55dcb0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.10  ,  0.04 (     ---*      |              ), 0.09,  0.10,  0.13
   1 ,     RF__Maha ,    0.10  ,  0.02 (       -*      |              ), 0.09,  0.10,  0.11
   2 ,       RF__S2 ,    0.15  ,  0.03 (              -|-*            ), 0.14,  0.15,  0.17
[(0, 0.10344827586206896, <sk.Num instance at 0x10d55df38>), (0, 0.103, <sk.Num instance at 0x10d55d830>), (1, 0.155, <sk.Num instance at 0x10d55dcb0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.09  ,  0.00 (*              |              ), 0.09,  0.09,  0.09
   2 ,       LR__S1 ,    0.19  ,  0.08 (       ---*    |              ), 0.15,  0.19,  0.23
   3 ,       LR__S2 ,    0.27  ,  0.09 (               |--*           ), 0.25,  0.27,  0.34
[(0, 0.08620689655172414, <sk.Num instance at 0x10d55df38>), (1, 0.19, <sk.Num instance at 0x10d55d830>), (2, 0.267, <sk.Num instance at 0x10d55dcb0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.15  ,  0.04 (   -----*      |              ), 0.11,  0.15,  0.16
   2 ,     DT__Maha ,    0.21  ,  0.04 (             --|*             ), 0.18,  0.21,  0.22
   2 ,       DT__S2 ,    0.24  ,  0.06 (               |-----*        ), 0.20,  0.24,  0.26
[(1, 0.20689655172413793, <sk.Num instance at 0x10d55df38>), (0, 0.147, <sk.Num instance at 0x10d55d830>), (1, 0.241, <sk.Num instance at 0x10d55dcb0>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.22  ,  0.06 (    -*         |              ), 0.21,  0.22,  0.27
   2 ,    KNN__Maha ,    0.64  ,  0.00 (               |       *      ), 0.64,  0.64,  0.64
   3 ,      KNN__S2 ,    0.74  ,  0.05 (               |          --* ), 0.70,  0.74,  0.75
[(1, 0.6369168356997971, <sk.Num instance at 0x10d4f7908>), (0, 0.224, <sk.Num instance at 0x10d4f7878>), (2, 0.742, <sk.Num instance at 0x10d4f7d40>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.19  ,  0.07 (  -*           |              ), 0.15,  0.19,  0.22
   2 ,    SVM__Maha ,    0.53  ,  0.00 (               |   *          ), 0.53,  0.53,  0.53
   3 ,      SVM__S2 ,    0.72  ,  0.08 (               |         --*  ), 0.69,  0.72,  0.77
[(1, 0.53473630831643, <sk.Num instance at 0x10d4f7908>), (0, 0.19, <sk.Num instance at 0x10d4f7878>), (2, 0.718, <sk.Num instance at 0x10d4f7d40>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.17  ,  0.03 (   *           |              ), 0.16,  0.17,  0.19
   2 ,     NB__Maha ,    0.54  ,  0.00 (               |    *         ), 0.54,  0.54,  0.54
   3 ,       NB__S2 ,    0.70  ,  0.05 (               |          --* ), 0.67,  0.70,  0.72
[(1, 0.5433569979716024, <sk.Num instance at 0x10d4f7908>), (0, 0.172, <sk.Num instance at 0x10d4f7878>), (2, 0.704, <sk.Num instance at 0x10d4f7d40>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.10  ,  0.04 ( -*            |              ), 0.09,  0.10,  0.13
   2 ,     RF__Maha ,    0.59  ,  0.03 (               |    -*        ), 0.58,  0.59,  0.61
   3 ,       RF__S2 ,    0.71  ,  0.07 (               |        --*   ), 0.67,  0.71,  0.74
[(1, 0.5892494929006085, <sk.Num instance at 0x10d4f7908>), (0, 0.103, <sk.Num instance at 0x10d4f7878>), (2, 0.708, <sk.Num instance at 0x10d4f7d40>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.19  ,  0.08 ( -*            |              ), 0.15,  0.19,  0.23
   2 ,     LR__Maha ,    0.56  ,  0.00 (               |   *          ), 0.56,  0.56,  0.56
   3 ,       LR__S2 ,    0.72  ,  0.03 (               |          -*  ), 0.71,  0.72,  0.73
[(1, 0.5598377281947261, <sk.Num instance at 0x10d4f7908>), (0, 0.19, <sk.Num instance at 0x10d4f7878>), (2, 0.721, <sk.Num instance at 0x10d4f7d40>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.15  ,  0.04 ( -*            |              ), 0.11,  0.15,  0.16
   2 ,     DT__Maha ,    0.63  ,  0.05 (               |       -*     ), 0.60,  0.63,  0.65
   3 ,       DT__S2 ,    0.67  ,  0.06 (               |         -*   ), 0.64,  0.67,  0.70
[(1, 0.6318458417849899, <sk.Num instance at 0x10d4f7908>), (0, 0.147, <sk.Num instance at 0x10d4f7878>), (2, 0.672, <sk.Num instance at 0x10d4f7d40>)]
redaktor
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.17  ,  0.00 (    *          |              ), 0.17,  0.17,  0.17
   2 ,      KNN__S1 ,    0.40  ,  0.27 (         --*   |              ), 0.33,  0.40,  0.60
   3 ,      KNN__S2 ,    0.83  ,  0.33 (               |    ----*     ), 0.67,  0.83,  1.00
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0b5248>), (1, 0.4, <sk.Num instance at 0x10c0b53f8>), (2, 0.833, <sk.Num instance at 0x10c0b53b0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.33  ,  0.00 (         *     |              ), 0.33,  0.33,  0.33
   2 ,      SVM__S1 ,    0.60  ,  0.20 (           ----|-*            ), 0.40,  0.60,  0.60
   2 ,      SVM__S2 ,    0.67  ,  0.17 (              -|----*         ), 0.50,  0.67,  0.67
[(0, 0.3333333333333333, <sk.Num instance at 0x10c0b5248>), (1, 0.6, <sk.Num instance at 0x10c0b53f8>), (1, 0.667, <sk.Num instance at 0x10c0b53b0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S2 ,    0.83  ,  0.17 (               |        *     ), 0.83,  0.83,  1.00
   2 ,       NB__S1 ,    1.00  ,  0.20 (               |       ------*), 0.80,  1.00,  1.00
[(0, 0.0, <sk.Num instance at 0x10c0b5248>), (1, 1.0, <sk.Num instance at 0x10c0b53f8>), (1, 0.833, <sk.Num instance at 0x10c0b53b0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.17  ,  0.00 (*              |              ), 0.17,  0.17,  0.17
   2 ,       RF__S1 ,    0.50  ,  0.27 (     ------*   |              ), 0.33,  0.50,  0.60
   2 ,       RF__S2 ,    0.67  ,  0.33 (           ----|--*           ), 0.50,  0.67,  0.83
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0b5248>), (1, 0.5, <sk.Num instance at 0x10c0b53f8>), (1, 0.667, <sk.Num instance at 0x10c0b53b0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.33  ,  0.00 (         *     |              ), 0.33,  0.33,  0.33
   2 ,       LR__S1 ,    0.60  ,  0.27 (           ----|-*            ), 0.40,  0.60,  0.67
   3 ,       LR__S2 ,    0.83  ,  0.17 (               |    ----*     ), 0.67,  0.83,  0.83
[(0, 0.3333333333333333, <sk.Num instance at 0x10c0b5248>), (1, 0.6, <sk.Num instance at 0x10c0b53f8>), (2, 0.833, <sk.Num instance at 0x10c0b53b0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.17  ,  0.00 (*              |              ), 0.17,  0.17,  0.17
   2 ,       DT__S1 ,    0.50  ,  0.20 (        ---*   |              ), 0.40,  0.50,  0.60
   2 ,       DT__S2 ,    0.67  ,  0.33 (           ----|--*           ), 0.50,  0.67,  0.83
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0b5248>), (1, 0.5, <sk.Num instance at 0x10c0b53f8>), (1, 0.667, <sk.Num instance at 0x10c0b53b0>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.21  ,  0.13 (   ---*        |              ), 0.12,  0.21,  0.25
   1 ,      KNN__S1 ,    0.25  ,  0.12 (     --*       |              ), 0.18,  0.25,  0.30
   2 ,    KNN__Maha ,    1.00  ,  0.00 (               |             *), 1.00,  1.00,  1.00
[(1, 1.0, <sk.Num instance at 0x10d50d170>), (0, 0.25, <sk.Num instance at 0x10d50d128>), (0, 0.214, <sk.Num instance at 0x10d50d1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S2 ,    0.33  ,  0.25 ( ---*          |              ), 0.25,  0.33,  0.50
   1 ,      SVM__S1 ,    0.38  ,  0.13 (   ---*        |              ), 0.30,  0.38,  0.43
   2 ,    SVM__Maha ,    1.00  ,  0.00 (               |             *), 1.00,  1.00,  1.00
[(1, 1.0, <sk.Num instance at 0x10d50d170>), (0, 0.375, <sk.Num instance at 0x10d50d128>), (0, 0.333, <sk.Num instance at 0x10d50d1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S1 ,    0.19  ,  0.03 (               |    ---*      ), 0.17,  0.19,  0.20
   3 ,       NB__S2 ,    0.21  ,  0.03 (               |       --*    ), 0.20,  0.21,  0.23
[(0, 0.0, <sk.Num instance at 0x10d50d170>), (1, 0.192, <sk.Num instance at 0x10d50d128>), (2, 0.214, <sk.Num instance at 0x10d50d1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.50  ,  0.00 (         *     |              ), 0.50,  0.50,  0.50
   1 ,       RF__S2 ,    0.50  ,  0.24 (   ------*     |              ), 0.33,  0.50,  0.57
   1 ,       RF__S1 ,    0.60  ,  0.57 (       ------* |              ), 0.43,  0.60,  1.00
[(0, 0.5, <sk.Num instance at 0x10d50d170>), (0, 0.6, <sk.Num instance at 0x10d50d128>), (0, 0.5, <sk.Num instance at 0x10d50d1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S2 ,    0.33  ,  0.13 (        -*     |              ), 0.27,  0.33,  0.40
   1 ,       LR__S1 ,    0.40  ,  0.19 (         --*   |              ), 0.31,  0.40,  0.50
   2 ,     LR__Maha ,    1.00  ,  0.00 (               |             *), 1.00,  1.00,  1.00
[(1, 1.0, <sk.Num instance at 0x10d50d170>), (0, 0.4, <sk.Num instance at 0x10d50d128>), (0, 0.333, <sk.Num instance at 0x10d50d1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.25  ,  0.05 (--*            |              ), 0.20,  0.25,  0.25
   2 ,       DT__S2 ,    0.43  ,  0.14 (        ----*  |              ), 0.36,  0.43,  0.50
   2 ,       DT__S1 ,    0.50  ,  0.29 (         ------|*             ), 0.38,  0.50,  0.67
[(0, 0.25, <sk.Num instance at 0x10d50d170>), (1, 0.5, <sk.Num instance at 0x10d50d128>), (1, 0.429, <sk.Num instance at 0x10d50d1b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      KNN__S1 ,    0.24  ,  0.20 (         ----* |              ), 0.17,  0.24,  0.37
   2 ,      KNN__S2 ,    0.30  ,  0.07 (               |*             ), 0.27,  0.30,  0.33
[(0, 0.0, <sk.Num instance at 0x10d5aa710>), (1, 0.241, <sk.Num instance at 0x10d5aab90>), (1, 0.3, <sk.Num instance at 0x10d5aa4d0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.17  ,  0.07 (          ---* |              ), 0.13,  0.17,  0.20
   2 ,      SVM__S2 ,    0.23  ,  0.20 (          -----|---*          ), 0.13,  0.23,  0.33
[(0, 0.0, <sk.Num instance at 0x10d5aa710>), (1, 0.167, <sk.Num instance at 0x10d5aab90>), (1, 0.233, <sk.Num instance at 0x10d5aa4d0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S1 ,    0.70  ,  0.13 (               |      ---*    ), 0.63,  0.70,  0.77
   2 ,       NB__S2 ,    0.73  ,  0.07 (               |         -*   ), 0.70,  0.73,  0.77
[(0, 0.0, <sk.Num instance at 0x10d5aa710>), (1, 0.7, <sk.Num instance at 0x10d5aab90>), (1, 0.733, <sk.Num instance at 0x10d5aa4d0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.03  ,  0.00 (   *           |              ), 0.03,  0.03,  0.03
   2 ,       RF__S2 ,    0.07  ,  0.07 (   ----*       |              ), 0.03,  0.07,  0.10
   2 ,       RF__S1 ,    0.07  ,  0.10 (-------*       |              ), 0.00,  0.07,  0.10
[(0, 0.03333333333333333, <sk.Num instance at 0x10d5aa710>), (1, 0.069, <sk.Num instance at 0x10d5aab90>), (1, 0.067, <sk.Num instance at 0x10d5aa4d0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       LR__S1 ,    0.13  ,  0.17 (    ----*      |              ), 0.07,  0.13,  0.23
   2 ,       LR__S2 ,    0.20  ,  0.17 (      ------*  |              ), 0.10,  0.20,  0.27
[(0, 0.0, <sk.Num instance at 0x10d5aa710>), (1, 0.133, <sk.Num instance at 0x10d5aab90>), (1, 0.2, <sk.Num instance at 0x10d5aa4d0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.10  ,  0.03 (       *       |              ), 0.10,  0.10,  0.13
   1 ,       DT__S1 ,    0.10  ,  0.10 (   ----*       |              ), 0.07,  0.10,  0.17
   2 ,       DT__S2 ,    0.13  ,  0.10 (       ----*   |              ), 0.10,  0.13,  0.20
[(0, 0.1, <sk.Num instance at 0x10d5aa710>), (0, 0.1, <sk.Num instance at 0x10d5aab90>), (1, 0.133, <sk.Num instance at 0x10d5aa4d0>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.24  ,  0.20 (      ---*     |              ), 0.17,  0.24,  0.37
   2 ,    KNN__Maha ,    0.58  ,  0.00 (               |       *      ), 0.58,  0.58,  0.58
   2 ,      KNN__S2 ,    0.60  ,  0.17 (               |     ---*     ), 0.52,  0.60,  0.68
[(1, 0.5833333333333334, <sk.Num instance at 0x10c167878>), (0, 0.241, <sk.Num instance at 0x10c167a28>), (1, 0.6, <sk.Num instance at 0x10c1679e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.17  ,  0.07 (   -*          |              ), 0.13,  0.17,  0.20
   2 ,    SVM__Maha ,    0.67  ,  0.00 (               |       *      ), 0.67,  0.67,  0.67
   2 ,      SVM__S2 ,    0.70  ,  0.08 (               |       --*    ), 0.67,  0.70,  0.75
[(1, 0.6666666666666666, <sk.Num instance at 0x10c167878>), (0, 0.167, <sk.Num instance at 0x10c167a28>), (1, 0.7, <sk.Num instance at 0x10c1679e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.50  ,  0.00 (*              |              ), 0.50,  0.50,  0.50
   2 ,       NB__S2 ,    0.62  ,  0.08 (      ----*    |              ), 0.57,  0.62,  0.65
   3 ,       NB__S1 ,    0.70  ,  0.13 (           ----|--*           ), 0.63,  0.70,  0.77
[(0, 0.5, <sk.Num instance at 0x10c167878>), (2, 0.7, <sk.Num instance at 0x10c167a28>), (1, 0.617, <sk.Num instance at 0x10c1679e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.07  ,  0.10 (--*            |              ), 0.00,  0.07,  0.10
   2 ,     RF__Maha ,    0.57  ,  0.00 (               |   *          ), 0.57,  0.57,  0.57
   3 ,       RF__S2 ,    0.75  ,  0.10 (               |        -*    ), 0.72,  0.75,  0.82
[(1, 0.5666666666666667, <sk.Num instance at 0x10c167878>), (0, 0.069, <sk.Num instance at 0x10c167a28>), (2, 0.75, <sk.Num instance at 0x10c1679e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.13  ,  0.17 (  --*          |              ), 0.07,  0.13,  0.23
   2 ,     LR__Maha ,    0.67  ,  0.00 (               |      *       ), 0.67,  0.67,  0.67
   2 ,       LR__S2 ,    0.70  ,  0.15 (               |   ----*      ), 0.58,  0.70,  0.73
[(1, 0.6666666666666666, <sk.Num instance at 0x10c167878>), (0, 0.133, <sk.Num instance at 0x10c167a28>), (1, 0.7, <sk.Num instance at 0x10c1679e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.10  ,  0.10 ( -*            |              ), 0.07,  0.10,  0.17
   2 ,     DT__Maha ,    0.53  ,  0.02 (               | *            ), 0.52,  0.53,  0.53
   3 ,       DT__S2 ,    0.68  ,  0.13 (               |     --*      ), 0.62,  0.68,  0.75
[(1, 0.5333333333333333, <sk.Num instance at 0x10c167878>), (0, 0.1, <sk.Num instance at 0x10c167a28>), (2, 0.683, <sk.Num instance at 0x10c1679e0>)]
arc
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.33  ,  0.33 (       *       |              ), 0.33,  0.33,  0.67
   1 ,    KNN__Maha ,    0.33  ,  0.00 (       *       |              ), 0.33,  0.33,  0.33
   1 ,      KNN__S1 ,    0.40  ,  0.27 (       ---*    |              ), 0.33,  0.40,  0.60
[(0, 0.3333333333333333, <sk.Num instance at 0x10c0d0200>), (0, 0.4, <sk.Num instance at 0x10c0d0248>), (0, 0.333, <sk.Num instance at 0x10c0d0d88>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.17  ,  0.00 (*              |              ), 0.17,  0.17,  0.17
   2 ,      SVM__S1 ,    0.60  ,  0.17 (               |---*          ), 0.50,  0.60,  0.67
   2 ,      SVM__S2 ,    0.67  ,  0.00 (               |      *       ), 0.67,  0.67,  0.67
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0d0200>), (1, 0.6, <sk.Num instance at 0x10c0d0248>), (1, 0.667, <sk.Num instance at 0x10c0d0d88>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.17  ,  0.00 (*              |              ), 0.17,  0.17,  0.17
   2 ,       NB__S1 ,    0.67  ,  0.50 (           ----|--*           ), 0.50,  0.67,  1.00
   2 ,       NB__S2 ,    0.67  ,  0.17 (               |  *           ), 0.67,  0.67,  0.83
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0d0200>), (1, 0.667, <sk.Num instance at 0x10c0d0248>), (1, 0.667, <sk.Num instance at 0x10c0d0d88>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.17  ,  0.00 (      *        |              ), 0.17,  0.17,  0.17
   2 ,       RF__S1 ,    0.33  ,  0.23 (      -----*   |              ), 0.17,  0.33,  0.40
   3 ,       RF__S2 ,    0.50  ,  0.50 (           ----|--*           ), 0.33,  0.50,  0.83
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0d0200>), (1, 0.333, <sk.Num instance at 0x10c0d0248>), (2, 0.5, <sk.Num instance at 0x10c0d0d88>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.17  ,  0.00 (*              |              ), 0.17,  0.17,  0.17
   2 ,       LR__S1 ,    0.60  ,  0.30 (               |---*          ), 0.50,  0.60,  0.80
   2 ,       LR__S2 ,    0.67  ,  0.33 (               |------*       ), 0.50,  0.67,  0.83
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0d0200>), (1, 0.6, <sk.Num instance at 0x10c0d0248>), (1, 0.667, <sk.Num instance at 0x10c0d0d88>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.17  ,  0.00 (      *        |              ), 0.17,  0.17,  0.17
   2 ,       DT__S1 ,    0.40  ,  0.30 (       -------*|              ), 0.20,  0.40,  0.50
   3 ,       DT__S2 ,    0.67  ,  0.17 (               |  ------*     ), 0.50,  0.67,  0.67
[(0, 0.16666666666666666, <sk.Num instance at 0x10c0d0200>), (1, 0.4, <sk.Num instance at 0x10c0d0248>), (2, 0.667, <sk.Num instance at 0x10c0d0d88>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.18  ,  0.07 (       -----*  |              ), 0.14,  0.18,  0.21
   1 ,      KNN__S2 ,    0.21  ,  0.08 (         ------|*             ), 0.16,  0.21,  0.23
   2 ,    KNN__Maha ,    0.33  ,  0.00 (               |             *), 0.33,  0.33,  0.33
[(1, 0.3333333333333333, <sk.Num instance at 0x10c1cc170>), (0, 0.182, <sk.Num instance at 0x10c1cc128>), (0, 0.214, <sk.Num instance at 0x10c1cc1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.22  ,  0.07 (   *           |              ), 0.20,  0.22,  0.27
   1 ,      SVM__S2 ,    0.23  ,  0.08 (  --*          |              ), 0.19,  0.23,  0.27
   2 ,    SVM__Maha ,    1.00  ,  0.00 (               |             *), 1.00,  1.00,  1.00
[(1, 1.0, <sk.Num instance at 0x10c1cc170>), (0, 0.222, <sk.Num instance at 0x10c1cc128>), (0, 0.235, <sk.Num instance at 0x10c1cc1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.15  ,  0.07 ( -*            |              ), 0.12,  0.15,  0.19
   1 ,       NB__S2 ,    0.16  ,  0.03 (  *            |              ), 0.15,  0.16,  0.18
   2 ,     NB__Maha ,    1.00  ,  0.00 (               |             *), 1.00,  1.00,  1.00
[(1, 1.0, <sk.Num instance at 0x10c1cc170>), (0, 0.148, <sk.Num instance at 0x10c1cc128>), (0, 0.161, <sk.Num instance at 0x10c1cc1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.25  ,  0.22 (   ----*       |              ), 0.11,  0.25,  0.33
   1 ,       RF__S2 ,    0.30  ,  0.25 (     ---*      |              ), 0.17,  0.30,  0.42
   1 ,     RF__Maha ,    0.50  ,  0.67 (         -----*|              ), 0.33,  0.50,  1.00
[(0, 0.5, <sk.Num instance at 0x10c1cc170>), (0, 0.25, <sk.Num instance at 0x10c1cc128>), (0, 0.3, <sk.Num instance at 0x10c1cc1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S2 ,    0.22  ,  0.06 (   -*          |              ), 0.19,  0.22,  0.25
   1 ,       LR__S1 ,    0.25  ,  0.15 (  ---*         |              ), 0.17,  0.25,  0.31
   2 ,     LR__Maha ,    1.00  ,  0.00 (               |             *), 1.00,  1.00,  1.00
[(1, 1.0, <sk.Num instance at 0x10c1cc170>), (0, 0.25, <sk.Num instance at 0x10c1cc128>), (0, 0.222, <sk.Num instance at 0x10c1cc1b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S2 ,    0.20  ,  0.05 (        --*    |              ), 0.17,  0.20,  0.22
   1 ,       DT__S1 ,    0.22  ,  0.22 (     ------*   |              ), 0.11,  0.22,  0.33
   2 ,     DT__Maha ,    0.50  ,  0.17 (               | ---------*   ), 0.33,  0.50,  0.50
[(1, 0.5, <sk.Num instance at 0x10c1cc170>), (0, 0.222, <sk.Num instance at 0x10c1cc128>), (0, 0.2, <sk.Num instance at 0x10c1cc1b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.10  ,  0.00 (*              |              ), 0.10,  0.10,  0.10
   2 ,      KNN__S1 ,    0.29  ,  0.07 (            ---|*             ), 0.24,  0.29,  0.31
   2 ,      KNN__S2 ,    0.31  ,  0.12 (              -|--*           ), 0.26,  0.31,  0.38
[(0, 0.09523809523809523, <sk.Num instance at 0x10c02fb90>), (1, 0.286, <sk.Num instance at 0x10c02f248>), (1, 0.31, <sk.Num instance at 0x10c02f2d8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.27  ,  0.09 (            ---|*             ), 0.20,  0.27,  0.29
   2 ,      SVM__S2 ,    0.29  ,  0.12 (              -|--*           ), 0.24,  0.29,  0.36
[(0, 0.0, <sk.Num instance at 0x10c02fb90>), (1, 0.268, <sk.Num instance at 0x10c02f248>), (1, 0.286, <sk.Num instance at 0x10c02f2d8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S2 ,    0.45  ,  0.24 (             --|--*           ), 0.33,  0.45,  0.57
   2 ,       NB__S1 ,    0.56  ,  0.23 (               |------*       ), 0.41,  0.56,  0.63
[(0, 0.0, <sk.Num instance at 0x10c02fb90>), (1, 0.561, <sk.Num instance at 0x10c02f248>), (1, 0.452, <sk.Num instance at 0x10c02f2d8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.05 (*              |              ), 0.00,  0.00,  0.05
   2 ,       RF__S1 ,    0.10  ,  0.07 (         ---*  |              ), 0.07,  0.10,  0.14
   2 ,       RF__S2 ,    0.14  ,  0.07 (           ----|--*           ), 0.10,  0.14,  0.17
[(0, 0.0, <sk.Num instance at 0x10c02fb90>), (1, 0.098, <sk.Num instance at 0x10c02f248>), (1, 0.143, <sk.Num instance at 0x10c02f2d8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       LR__S1 ,    0.26  ,  0.05 (               |---*          ), 0.22,  0.26,  0.27
   2 ,       LR__S2 ,    0.29  ,  0.14 (              -|-----*        ), 0.19,  0.29,  0.33
[(0, 0.0, <sk.Num instance at 0x10c02fb90>), (1, 0.262, <sk.Num instance at 0x10c02f248>), (1, 0.286, <sk.Num instance at 0x10c02f2d8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.02  ,  0.02 (  *            |              ), 0.02,  0.02,  0.05
   2 ,       DT__S2 ,    0.14  ,  0.14 (            *  |              ), 0.14,  0.14,  0.29
   2 ,       DT__S1 ,    0.15  ,  0.10 (       -----*  |              ), 0.10,  0.15,  0.20
[(0, 0.023809523809523808, <sk.Num instance at 0x10c02fb90>), (1, 0.146, <sk.Num instance at 0x10c02f248>), (1, 0.143, <sk.Num instance at 0x10c02f2d8>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.29  ,  0.07 (    ---*       |              ), 0.24,  0.29,  0.31
   2 ,      KNN__S2 ,    0.58  ,  0.11 (               |   ---*       ), 0.52,  0.58,  0.63
   2 ,    KNN__Maha ,    0.62  ,  0.00 (               |       *      ), 0.62,  0.62,  0.62
[(1, 0.6190476190476191, <sk.Num instance at 0x10c25d758>), (0, 0.286, <sk.Num instance at 0x10c25d908>), (1, 0.583, <sk.Num instance at 0x10c25d998>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.27  ,  0.09 ( ---*          |              ), 0.20,  0.27,  0.29
   2 ,      SVM__S2 ,    0.58  ,  0.11 (               |   -*         ), 0.56,  0.58,  0.67
   2 ,    SVM__Maha ,    0.58  ,  0.00 (               |    *         ), 0.58,  0.58,  0.58
[(1, 0.5833333333333334, <sk.Num instance at 0x10c25d758>), (0, 0.268, <sk.Num instance at 0x10c25d908>), (1, 0.583, <sk.Num instance at 0x10c25d998>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.56  ,  0.23 (      ---------|-*            ), 0.41,  0.56,  0.63
   1 ,     NB__Maha ,    0.58  ,  0.00 (               |  *           ), 0.58,  0.58,  0.58
   1 ,       NB__S2 ,    0.59  ,  0.13 (             --|---*          ), 0.51,  0.59,  0.64
[(0, 0.5833333333333334, <sk.Num instance at 0x10c25d758>), (0, 0.561, <sk.Num instance at 0x10c25d908>), (0, 0.595, <sk.Num instance at 0x10c25d998>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.10  ,  0.07 (  -*           |              ), 0.07,  0.10,  0.14
   2 ,     RF__Maha ,    0.57  ,  0.02 (               |   -*         ), 0.56,  0.57,  0.58
   3 ,       RF__S2 ,    0.64  ,  0.09 (               |     -*       ), 0.62,  0.64,  0.71
[(1, 0.5714285714285714, <sk.Num instance at 0x10c25d758>), (0, 0.098, <sk.Num instance at 0x10c25d908>), (2, 0.643, <sk.Num instance at 0x10c25d998>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.26  ,  0.05 (     --*       |              ), 0.22,  0.26,  0.27
   2 ,     LR__Maha ,    0.58  ,  0.00 (               |    *         ), 0.58,  0.58,  0.58
   3 ,       LR__S2 ,    0.68  ,  0.13 (               |      --*     ), 0.62,  0.68,  0.75
[(1, 0.5833333333333334, <sk.Num instance at 0x10c25d758>), (0, 0.262, <sk.Num instance at 0x10c25d908>), (2, 0.679, <sk.Num instance at 0x10c25d998>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.15  ,  0.10 (   --*         |              ), 0.10,  0.15,  0.20
   2 ,     DT__Maha ,    0.57  ,  0.01 (               |   -*         ), 0.56,  0.57,  0.57
   2 ,       DT__S2 ,    0.58  ,  0.13 (               |   -*         ), 0.54,  0.58,  0.67
[(1, 0.5714285714285714, <sk.Num instance at 0x10c25d758>), (0, 0.146, <sk.Num instance at 0x10c25d908>), (1, 0.583, <sk.Num instance at 0x10c25d998>)]
ivy
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.50  ,  0.00 (*              |              ), 0.50,  0.50,  0.50
   2 ,      KNN__S1 ,    0.75  ,  0.25 (       -------*|              ), 0.62,  0.75,  0.88
   2 ,      KNN__S2 ,    0.75  ,  0.25 (       -------*|              ), 0.62,  0.75,  0.88
[(0, 0.5, <sk.Num instance at 0x10d5fe7e8>), (1, 0.75, <sk.Num instance at 0x10d5fed40>), (1, 0.75, <sk.Num instance at 0x10d5fe0e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.38  ,  0.00 (     *         |              ), 0.38,  0.38,  0.38
   2 ,      SVM__S1 ,    0.62  ,  0.12 (           ----|-*            ), 0.50,  0.62,  0.62
   2 ,      SVM__S2 ,    0.62  ,  0.25 (               | *            ), 0.62,  0.62,  0.88
[(0, 0.375, <sk.Num instance at 0x10d5fe7e8>), (1, 0.625, <sk.Num instance at 0x10d5fed40>), (1, 0.625, <sk.Num instance at 0x10d5fe0e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.12  ,  0.00 (*              |              ), 0.12,  0.12,  0.12
   2 ,       NB__S1 ,    0.50  ,  0.25 (         -----*|              ), 0.38,  0.50,  0.62
   2 ,       NB__S2 ,    0.50  ,  0.12 (              *|              ), 0.50,  0.50,  0.62
[(0, 0.125, <sk.Num instance at 0x10d5fe7e8>), (1, 0.5, <sk.Num instance at 0x10d5fed40>), (1, 0.5, <sk.Num instance at 0x10d5fe0e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.38  ,  0.12 (        ----*  |              ), 0.25,  0.38,  0.38
   1 ,       RF__S1 ,    0.38  ,  0.38 (        ----*  |              ), 0.25,  0.38,  0.62
   2 ,       RF__S2 ,    0.75  ,  0.25 (               |     ----*    ), 0.62,  0.75,  0.88
[(0, 0.375, <sk.Num instance at 0x10d5fe7e8>), (0, 0.375, <sk.Num instance at 0x10d5fed40>), (1, 0.75, <sk.Num instance at 0x10d5fe0e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.50  ,  0.00 (         *     |              ), 0.50,  0.50,  0.50
   2 ,       LR__S1 ,    0.62  ,  0.38 (    ----------*|              ), 0.38,  0.62,  0.75
   2 ,       LR__S2 ,    0.75  ,  0.25 (         ------|---*          ), 0.50,  0.75,  0.75
[(0, 0.5, <sk.Num instance at 0x10d5fe7e8>), (1, 0.625, <sk.Num instance at 0x10d5fed40>), (1, 0.75, <sk.Num instance at 0x10d5fe0e0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.25  ,  0.12 (       *       |              ), 0.25,  0.25,  0.38
   1 ,       DT__S1 ,    0.50  ,  0.25 (       -------*|              ), 0.25,  0.50,  0.50
   2 ,       DT__S2 ,    0.62  ,  0.25 (              -|--*           ), 0.50,  0.62,  0.75
[(0, 0.25, <sk.Num instance at 0x10d5fe7e8>), (0, 0.5, <sk.Num instance at 0x10d5fed40>), (1, 0.625, <sk.Num instance at 0x10d5fe0e0>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.26  ,  0.06 (     ------*   |              ), 0.22,  0.26,  0.29
   1 ,      KNN__S1 ,    0.30  ,  0.10 (       --------|*             ), 0.23,  0.30,  0.33
   2 ,    KNN__Maha ,    0.33  ,  0.00 (               |    *         ), 0.33,  0.33,  0.33
[(1, 0.3333333333333333, <sk.Num instance at 0x10bf62170>), (0, 0.304, <sk.Num instance at 0x10bf62128>), (0, 0.263, <sk.Num instance at 0x10bf621b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.27  ,  0.08 (     --*       |              ), 0.24,  0.27,  0.31
   1 ,      SVM__S2 ,    0.29  ,  0.08 (    ----*      |              ), 0.23,  0.29,  0.32
   2 ,    SVM__Maha ,    0.60  ,  0.00 (               |             *), 0.60,  0.60,  0.60
[(1, 0.6, <sk.Num instance at 0x10bf62170>), (0, 0.267, <sk.Num instance at 0x10bf62128>), (0, 0.286, <sk.Num instance at 0x10bf621b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S2 ,    0.27  ,  0.12 (          ---* |              ), 0.23,  0.27,  0.35
   1 ,       NB__S1 ,    0.31  ,  0.16 (         ------*              ), 0.22,  0.31,  0.38
   1 ,     NB__Maha ,    0.33  ,  0.00 (               | *            ), 0.33,  0.33,  0.33
[(0, 0.3333333333333333, <sk.Num instance at 0x10bf62170>), (0, 0.313, <sk.Num instance at 0x10bf62128>), (0, 0.273, <sk.Num instance at 0x10bf621b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S2 ,    0.29  ,  0.23 (     ---*      |              ), 0.20,  0.29,  0.43
   1 ,       RF__S1 ,    0.30  ,  0.13 (      --*      |              ), 0.22,  0.30,  0.36
   2 ,     RF__Maha ,    0.60  ,  0.25 (              -|-*            ), 0.50,  0.60,  0.75
[(1, 0.6, <sk.Num instance at 0x10bf62170>), (0, 0.3, <sk.Num instance at 0x10bf62128>), (0, 0.286, <sk.Num instance at 0x10bf621b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S2 ,    0.27  ,  0.10 (     ----*     |              ), 0.20,  0.27,  0.30
   1 ,       LR__S1 ,    0.31  ,  0.11 (      ------*  |              ), 0.23,  0.31,  0.33
   2 ,     LR__Maha ,    0.57  ,  0.00 (               |             *), 0.57,  0.57,  0.57
[(1, 0.5714285714285714, <sk.Num instance at 0x10bf62170>), (0, 0.313, <sk.Num instance at 0x10bf62128>), (0, 0.267, <sk.Num instance at 0x10bf621b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.23  ,  0.10 (             --|*             ), 0.20,  0.23,  0.30
   1 ,       DT__S2 ,    0.29  ,  0.13 (             --|----*         ), 0.20,  0.29,  0.33
   2 ,     DT__Maha ,    0.33  ,  0.09 (               |   ----*      ), 0.29,  0.33,  0.38
[(1, 0.3333333333333333, <sk.Num instance at 0x10bf62170>), (0, 0.235, <sk.Num instance at 0x10bf62128>), (0, 0.286, <sk.Num instance at 0x10bf621b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.13  ,  0.00 (*              |              ), 0.13,  0.13,  0.13
   2 ,      KNN__S1 ,    0.24  ,  0.04 (              -|---*          ), 0.21,  0.24,  0.25
   2 ,      KNN__S2 ,    0.25  ,  0.08 (               |-----*        ), 0.22,  0.25,  0.30
[(0, 0.12698412698412698, <sk.Num instance at 0x10bf6b368>), (1, 0.242, <sk.Num instance at 0x10bf6b998>), (1, 0.254, <sk.Num instance at 0x10bf6b7e8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.03  ,  0.00 (*              |              ), 0.03,  0.03,  0.03
   2 ,      SVM__S1 ,    0.19  ,  0.05 (            --*|              ), 0.17,  0.19,  0.23
   3 ,      SVM__S2 ,    0.24  ,  0.11 (              -|--*           ), 0.19,  0.24,  0.30
[(0, 0.031746031746031744, <sk.Num instance at 0x10bf6b368>), (1, 0.19, <sk.Num instance at 0x10bf6b998>), (2, 0.238, <sk.Num instance at 0x10bf6b7e8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.03  ,  0.00 (*              |              ), 0.03,  0.03,  0.03
   2 ,       NB__S2 ,    0.14  ,  0.08 (         ----* |              ), 0.11,  0.14,  0.19
   2 ,       NB__S1 ,    0.16  ,  0.09 (       --------*              ), 0.10,  0.16,  0.19
[(0, 0.031746031746031744, <sk.Num instance at 0x10bf6b368>), (1, 0.159, <sk.Num instance at 0x10bf6b998>), (1, 0.143, <sk.Num instance at 0x10bf6b7e8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.03  ,  0.02 ( --*           |              ), 0.02,  0.03,  0.03
   2 ,       RF__S2 ,    0.10  ,  0.06 (       ----*   |              ), 0.06,  0.10,  0.13
   2 ,       RF__S1 ,    0.11  ,  0.05 (           --* |              ), 0.10,  0.11,  0.14
[(0, 0.031746031746031744, <sk.Num instance at 0x10bf6b368>), (1, 0.113, <sk.Num instance at 0x10bf6b998>), (1, 0.095, <sk.Num instance at 0x10bf6b7e8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.05  ,  0.00 (*              |              ), 0.05,  0.05,  0.05
   2 ,       LR__S1 ,    0.18  ,  0.07 (            --*|              ), 0.16,  0.18,  0.23
   2 ,       LR__S2 ,    0.22  ,  0.13 (            ---|---*          ), 0.16,  0.22,  0.29
[(0, 0.047619047619047616, <sk.Num instance at 0x10bf6b368>), (1, 0.177, <sk.Num instance at 0x10bf6b998>), (1, 0.222, <sk.Num instance at 0x10bf6b7e8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.08  ,  0.02 (      -*       |              ), 0.06,  0.08,  0.08
   2 ,       DT__S1 ,    0.16  ,  0.09 (          -----*              ), 0.11,  0.16,  0.21
   2 ,       DT__S2 ,    0.19  ,  0.08 (             --|-*            ), 0.14,  0.19,  0.22
[(0, 0.07936507936507936, <sk.Num instance at 0x10bf6b368>), (1, 0.159, <sk.Num instance at 0x10bf6b998>), (1, 0.19, <sk.Num instance at 0x10bf6b7e8>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.24  ,  0.04 ( -*            |              ), 0.21,  0.24,  0.25
   2 ,    KNN__Maha ,    0.69  ,  0.00 (               |    *         ), 0.69,  0.69,  0.69
   3 ,      KNN__S2 ,    0.78  ,  0.13 (               |    ----*     ), 0.69,  0.78,  0.82
[(1, 0.6865079365079365, <sk.Num instance at 0x10d4ed908>), (0, 0.242, <sk.Num instance at 0x10d4ede18>), (2, 0.779, <sk.Num instance at 0x10d4edea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.19  ,  0.05 (     *         |              ), 0.17,  0.19,  0.23
   2 ,      SVM__S2 ,    0.66  ,  0.14 (               |       --*    ), 0.61,  0.66,  0.75
   2 ,    SVM__Maha ,    0.67  ,  0.00 (               |         *    ), 0.67,  0.67,  0.67
[(1, 0.6716269841269841, <sk.Num instance at 0x10d4ed908>), (0, 0.19, <sk.Num instance at 0x10d4ede18>), (1, 0.663, <sk.Num instance at 0x10d4edea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.16  ,  0.09 ( ---*          |              ), 0.10,  0.16,  0.19
   2 ,     NB__Maha ,    0.55  ,  0.00 (               |     *        ), 0.55,  0.55,  0.55
   3 ,       NB__S2 ,    0.62  ,  0.15 (               |      --*     ), 0.57,  0.62,  0.72
[(1, 0.5466269841269841, <sk.Num instance at 0x10d4ed908>), (0, 0.159, <sk.Num instance at 0x10d4ede18>), (2, 0.624, <sk.Num instance at 0x10d4edea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.11  ,  0.05 (   *           |              ), 0.10,  0.11,  0.14
   2 ,       RF__S2 ,    0.64  ,  0.16 (               |     -*       ), 0.60,  0.64,  0.76
   2 ,     RF__Maha ,    0.67  ,  0.07 (               |     --*      ), 0.61,  0.67,  0.68
[(1, 0.6716269841269841, <sk.Num instance at 0x10d4ed908>), (0, 0.113, <sk.Num instance at 0x10d4ede18>), (1, 0.638, <sk.Num instance at 0x10d4edea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.18  ,  0.07 ( *             |              ), 0.16,  0.18,  0.23
   2 ,       LR__S2 ,    0.72  ,  0.11 (               |     --*      ), 0.66,  0.72,  0.77
   2 ,     LR__Maha ,    0.73  ,  0.00 (               |       *      ), 0.73,  0.73,  0.73
[(1, 0.726190476190476, <sk.Num instance at 0x10d4ed908>), (0, 0.177, <sk.Num instance at 0x10d4ede18>), (1, 0.724, <sk.Num instance at 0x10d4edea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.16  ,  0.09 (   --*         |              ), 0.11,  0.16,  0.21
   2 ,     DT__Maha ,    0.59  ,  0.06 (               |     *        ), 0.59,  0.59,  0.65
   2 ,       DT__S2 ,    0.67  ,  0.15 (               |     ---*     ), 0.59,  0.67,  0.74
[(1, 0.5932539682539683, <sk.Num instance at 0x10d4ed908>), (0, 0.159, <sk.Num instance at 0x10d4ede18>), (1, 0.671, <sk.Num instance at 0x10d4edea8>)]
tomcat
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.19  ,  0.00 (*              |              ), 0.19,  0.19,  0.19
   2 ,      KNN__S1 ,    0.60  ,  0.09 (               |*             ), 0.60,  0.60,  0.69
   3 ,      KNN__S2 ,    0.75  ,  0.12 (               |    --*       ), 0.69,  0.75,  0.81
[(0, 0.1875, <sk.Num instance at 0x10c156f38>), (1, 0.6, <sk.Num instance at 0x10c156128>), (2, 0.75, <sk.Num instance at 0x10c156320>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.12  ,  0.00 (*              |              ), 0.12,  0.12,  0.12
   2 ,      SVM__S1 ,    0.67  ,  0.12 (               |---*          ), 0.56,  0.67,  0.69
   2 ,      SVM__S2 ,    0.81  ,  0.19 (               |    -----*    ), 0.69,  0.81,  0.88
[(0, 0.125, <sk.Num instance at 0x10c156f38>), (1, 0.667, <sk.Num instance at 0x10c156128>), (1, 0.813, <sk.Num instance at 0x10c156320>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.12  ,  0.00 (*              |              ), 0.12,  0.12,  0.12
   2 ,       NB__S1 ,    0.56  ,  0.20 (             --|-*            ), 0.47,  0.56,  0.67
   2 ,       NB__S2 ,    0.56  ,  0.06 (               |-*            ), 0.50,  0.56,  0.56
[(0, 0.125, <sk.Num instance at 0x10c156f38>), (1, 0.563, <sk.Num instance at 0x10c156128>), (1, 0.563, <sk.Num instance at 0x10c156320>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.12  ,  0.12 ( --*           |              ), 0.06,  0.12,  0.19
   2 ,       RF__S1 ,    0.38  ,  0.13 (          -*   |              ), 0.33,  0.38,  0.47
   3 ,       RF__S2 ,    0.81  ,  0.12 (               |       ---*   ), 0.75,  0.81,  0.88
[(0, 0.125, <sk.Num instance at 0x10c156f38>), (1, 0.375, <sk.Num instance at 0x10c156128>), (2, 0.813, <sk.Num instance at 0x10c156320>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.25  ,  0.00 (*              |              ), 0.25,  0.25,  0.25
   2 ,       LR__S1 ,    0.60  ,  0.20 (            ---*              ), 0.53,  0.60,  0.73
   3 ,       LR__S2 ,    0.75  ,  0.19 (               |   --*        ), 0.69,  0.75,  0.88
[(0, 0.25, <sk.Num instance at 0x10c156f38>), (1, 0.6, <sk.Num instance at 0x10c156128>), (2, 0.75, <sk.Num instance at 0x10c156320>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.25  ,  0.06 (--*            |              ), 0.19,  0.25,  0.25
   2 ,       DT__S1 ,    0.47  ,  0.19 (        -----* |              ), 0.38,  0.47,  0.56
   3 ,       DT__S2 ,    0.69  ,  0.31 (              -|--------*     ), 0.50,  0.69,  0.81
[(0, 0.25, <sk.Num instance at 0x10c156f38>), (1, 0.467, <sk.Num instance at 0x10c156128>), (2, 0.688, <sk.Num instance at 0x10c156320>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.18  ,  0.00 (      *        |              ), 0.18,  0.18,  0.18
   2 ,      KNN__S1 ,    0.20  ,  0.05 (        -----* |              ), 0.18,  0.20,  0.23
   2 ,      KNN__S2 ,    0.22  ,  0.03 (             --|*             ), 0.21,  0.22,  0.24
[(0, 0.17647058823529413, <sk.Num instance at 0x10d4f0200>), (1, 0.205, <sk.Num instance at 0x10d4f0170>), (1, 0.22, <sk.Num instance at 0x10d4f0248>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.22  ,  0.00 (        *      |              ), 0.22,  0.22,  0.22
   2 ,      SVM__S1 ,    0.25  ,  0.04 (           --* |              ), 0.24,  0.25,  0.28
   2 ,      SVM__S2 ,    0.27  ,  0.07 (           ----|-*            ), 0.24,  0.27,  0.31
[(0, 0.2222222222222222, <sk.Num instance at 0x10d4f0200>), (1, 0.25, <sk.Num instance at 0x10d4f0170>), (1, 0.271, <sk.Num instance at 0x10d4f0248>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.25  ,  0.00 (       *       |              ), 0.25,  0.25,  0.25
   2 ,       NB__S1 ,    0.31  ,  0.08 (         ----* |              ), 0.27,  0.31,  0.35
   2 ,       NB__S2 ,    0.32  ,  0.08 (         ----* |              ), 0.27,  0.32,  0.35
[(0, 0.25, <sk.Num instance at 0x10d4f0200>), (1, 0.314, <sk.Num instance at 0x10d4f0170>), (1, 0.316, <sk.Num instance at 0x10d4f0248>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S2 ,    0.30  ,  0.07 (              *|              ), 0.29,  0.30,  0.35
   2 ,       RF__S1 ,    0.38  ,  0.06 (               |--*           ), 0.33,  0.38,  0.39
   2 ,     RF__Maha ,    0.43  ,  0.21 (              -|-----*        ), 0.29,  0.43,  0.50
[(1, 0.42857142857142855, <sk.Num instance at 0x10d4f0200>), (1, 0.375, <sk.Num instance at 0x10d4f0170>), (0, 0.3, <sk.Num instance at 0x10d4f0248>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S2 ,    0.24  ,  0.06 (       --*     |              ), 0.23,  0.24,  0.29
   1 ,       LR__S1 ,    0.27  ,  0.06 (        -----* |              ), 0.23,  0.27,  0.29
   2 ,     LR__Maha ,    0.33  ,  0.00 (               |      *       ), 0.33,  0.33,  0.33
[(1, 0.3333333333333333, <sk.Num instance at 0x10d4f0200>), (0, 0.267, <sk.Num instance at 0x10d4f0170>), (0, 0.244, <sk.Num instance at 0x10d4f0248>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S2 ,    0.20  ,  0.09 (       ---*    |              ), 0.17,  0.20,  0.26
   2 ,     DT__Maha ,    0.24  ,  0.05 (             --*              ), 0.22,  0.24,  0.27
   2 ,       DT__S1 ,    0.26  ,  0.12 (          -----|-*            ), 0.20,  0.26,  0.32
[(1, 0.23809523809523808, <sk.Num instance at 0x10d4f0200>), (1, 0.259, <sk.Num instance at 0x10d4f0170>), (0, 0.2, <sk.Num instance at 0x10d4f0248>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.09  ,  0.00 (*              |              ), 0.09,  0.09,  0.09
   2 ,      KNN__S2 ,    0.22  ,  0.05 (            ---|-*            ), 0.18,  0.22,  0.23
   2 ,      KNN__S1 ,    0.23  ,  0.05 (               |---*          ), 0.21,  0.23,  0.26
[(0, 0.08917197452229299, <sk.Num instance at 0x10c245cb0>), (1, 0.231, <sk.Num instance at 0x10c245908>), (1, 0.217, <sk.Num instance at 0x10c245638>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.04  ,  0.00 (*              |              ), 0.04,  0.04,  0.04
   2 ,      SVM__S1 ,    0.19  ,  0.06 (               |-----*        ), 0.16,  0.19,  0.22
   2 ,      SVM__S2 ,    0.20  ,  0.06 (               |    -*        ), 0.18,  0.20,  0.24
[(0, 0.044585987261146494, <sk.Num instance at 0x10c245cb0>), (1, 0.192, <sk.Num instance at 0x10c245908>), (1, 0.197, <sk.Num instance at 0x10c245638>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.04  ,  0.00 (*              |              ), 0.04,  0.04,  0.04
   2 ,       NB__S1 ,    0.12  ,  0.06 (         ---*  |              ), 0.10,  0.12,  0.15
   2 ,       NB__S2 ,    0.15  ,  0.05 (             --|-*            ), 0.12,  0.15,  0.17
[(0, 0.03821656050955414, <sk.Num instance at 0x10c245cb0>), (1, 0.115, <sk.Num instance at 0x10c245908>), (1, 0.146, <sk.Num instance at 0x10c245638>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.01  ,  0.01 (  *            |              ), 0.01,  0.01,  0.02
   2 ,       RF__S1 ,    0.07  ,  0.03 (         ---*  |              ), 0.05,  0.07,  0.08
   3 ,       RF__S2 ,    0.10  ,  0.04 (             --|-*            ), 0.08,  0.10,  0.12
[(0, 0.012738853503184714, <sk.Num instance at 0x10c245cb0>), (1, 0.071, <sk.Num instance at 0x10c245908>), (2, 0.096, <sk.Num instance at 0x10c245638>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.05  ,  0.00 (*              |              ), 0.05,  0.05,  0.05
   2 ,       LR__S1 ,    0.16  ,  0.06 (            ---*              ), 0.14,  0.16,  0.20
   3 ,       LR__S2 ,    0.22  ,  0.07 (               | -------*     ), 0.17,  0.22,  0.24
[(0, 0.050955414012738856, <sk.Num instance at 0x10c245cb0>), (1, 0.16, <sk.Num instance at 0x10c245908>), (2, 0.223, <sk.Num instance at 0x10c245638>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.07  ,  0.02 (  -*           |              ), 0.06,  0.07,  0.08
   2 ,       DT__S1 ,    0.12  ,  0.04 (          --*  |              ), 0.11,  0.12,  0.15
   3 ,       DT__S2 ,    0.15  ,  0.04 (               |---*          ), 0.14,  0.15,  0.18
[(0, 0.07006369426751592, <sk.Num instance at 0x10c245cb0>), (1, 0.115, <sk.Num instance at 0x10c245908>), (2, 0.153, <sk.Num instance at 0x10c245638>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.23  ,  0.05 (-*             |              ), 0.21,  0.23,  0.26
   2 ,    KNN__Maha ,    0.55  ,  0.00 (               | *            ), 0.55,  0.55,  0.55
   3 ,      KNN__S2 ,    0.70  ,  0.04 (               |        -*    ), 0.68,  0.70,  0.72
[(1, 0.5491640127388535, <sk.Num instance at 0x10be36758>), (0, 0.231, <sk.Num instance at 0x10be36320>), (2, 0.704, <sk.Num instance at 0x10be36dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.19  ,  0.06 ( -*            |              ), 0.16,  0.19,  0.22
   2 ,    SVM__Maha ,    0.54  ,  0.00 (               | *            ), 0.54,  0.54,  0.54
   3 ,      SVM__S2 ,    0.75  ,  0.07 (               |         -*   ), 0.71,  0.75,  0.79
[(1, 0.5402070063694268, <sk.Num instance at 0x10be36758>), (0, 0.192, <sk.Num instance at 0x10be36320>), (2, 0.748, <sk.Num instance at 0x10be36dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.12  ,  0.06 (-*             |              ), 0.10,  0.12,  0.15
   2 ,     NB__Maha ,    0.54  ,  0.00 (               |  *           ), 0.54,  0.54,  0.54
   3 ,       NB__S2 ,    0.73  ,  0.05 (               |        -*    ), 0.71,  0.73,  0.76
[(1, 0.5433917197452229, <sk.Num instance at 0x10be36758>), (0, 0.115, <sk.Num instance at 0x10be36320>), (2, 0.73, <sk.Num instance at 0x10be36dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.07  ,  0.03 (-*             |              ), 0.05,  0.07,  0.08
   2 ,     RF__Maha ,    0.55  ,  0.05 (               |  -*          ), 0.53,  0.55,  0.58
   3 ,       RF__S2 ,    0.73  ,  0.09 (               |        --*   ), 0.69,  0.73,  0.77
[(1, 0.5529458598726115, <sk.Num instance at 0x10be36758>), (0, 0.071, <sk.Num instance at 0x10be36320>), (2, 0.735, <sk.Num instance at 0x10be36dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.16  ,  0.06 (-*             |              ), 0.14,  0.16,  0.20
   2 ,     LR__Maha ,    0.60  ,  0.00 (               |   *          ), 0.60,  0.60,  0.60
   3 ,       LR__S2 ,    0.74  ,  0.04 (               |         *    ), 0.73,  0.74,  0.77
[(1, 0.5995222929936306, <sk.Num instance at 0x10be36758>), (0, 0.16, <sk.Num instance at 0x10be36320>), (2, 0.744, <sk.Num instance at 0x10be36dd0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.12  ,  0.04 ( *             |              ), 0.11,  0.12,  0.15
   2 ,     DT__Maha ,    0.58  ,  0.03 (               |    -*        ), 0.56,  0.58,  0.59
   3 ,       DT__S2 ,    0.66  ,  0.09 (               |       --*    ), 0.61,  0.66,  0.71
[(1, 0.5835987261146497, <sk.Num instance at 0x10be36758>), (0, 0.115, <sk.Num instance at 0x10be36320>), (2, 0.662, <sk.Num instance at 0x10be36dd0>)]
camel
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.33  ,  0.33 (         *     |              ), 0.33,  0.33,  0.67
   1 ,    KNN__Maha ,    0.33  ,  0.00 (         *     |              ), 0.33,  0.33,  0.33
   1 ,      KNN__S1 ,    0.50  ,  0.67 (--------------*|              ), 0.00,  0.50,  0.67
[(0, 0.3333333333333333, <sk.Num instance at 0x10be43cf8>), (0, 0.5, <sk.Num instance at 0x10be43b48>), (0, 0.333, <sk.Num instance at 0x10be43290>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.33  ,  0.50 (---------*     |              ), 0.00,  0.33,  0.50
   3 ,      SVM__S2 ,    0.67  ,  0.33 (         ------|----*         ), 0.33,  0.67,  0.67
[(0, 0.0, <sk.Num instance at 0x10be43cf8>), (1, 0.333, <sk.Num instance at 0x10be43b48>), (2, 0.667, <sk.Num instance at 0x10be43290>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S2 ,    0.33  ,  0.33 (         *     |              ), 0.33,  0.33,  0.67
   1 ,     NB__Maha ,    0.33  ,  0.00 (         *     |              ), 0.33,  0.33,  0.33
   1 ,       NB__S1 ,    0.50  ,  0.33 (         -----*|              ), 0.33,  0.50,  0.67
[(0, 0.3333333333333333, <sk.Num instance at 0x10be43cf8>), (0, 0.5, <sk.Num instance at 0x10be43b48>), (0, 0.333, <sk.Num instance at 0x10be43290>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       RF__S1 ,    0.33  ,  0.50 (--------------*|              ), 0.00,  0.33,  0.50
   2 ,       RF__S2 ,    0.33  ,  0.00 (              *|              ), 0.33,  0.33,  0.33
[(0, 0.0, <sk.Num instance at 0x10be43cf8>), (1, 0.333, <sk.Num instance at 0x10be43b48>), (1, 0.333, <sk.Num instance at 0x10be43290>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       LR__S1 ,    0.50  ,  0.17 (         -----*|              ), 0.33,  0.50,  0.50
   2 ,       LR__S2 ,    0.67  ,  0.67 (         ------|----*         ), 0.33,  0.67,  1.00
[(0, 0.0, <sk.Num instance at 0x10be43cf8>), (1, 0.5, <sk.Num instance at 0x10be43b48>), (1, 0.667, <sk.Num instance at 0x10be43290>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       DT__S1 ,    0.33  ,  0.33 (---------*     |              ), 0.00,  0.33,  0.33
   2 ,       DT__S2 ,    0.33  ,  0.00 (         *     |              ), 0.33,  0.33,  0.33
[(0, 0.0, <sk.Num instance at 0x10be43cf8>), (1, 0.333, <sk.Num instance at 0x10be43b48>), (1, 0.333, <sk.Num instance at 0x10be43290>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S2 ,    0.09  ,  0.08 (         -----*|              ), 0.06,  0.09,  0.13
   1 ,      KNN__S1 ,    0.09  ,  0.12 (--------------*|              ), 0.00,  0.09,  0.12
   2 ,    KNN__Maha ,    0.17  ,  0.00 (               |           *  ), 0.17,  0.17,  0.17
[(1, 0.16666666666666666, <sk.Num instance at 0x10bf88170>), (0, 0.091, <sk.Num instance at 0x10bf88128>), (0, 0.087, <sk.Num instance at 0x10bf881b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.08  ,  0.10 (-------------* |              ), 0.00,  0.08,  0.10
   2 ,      SVM__S2 ,    0.08  ,  0.10 (--------------*|              ), 0.00,  0.08,  0.10
[(0, 0.0, <sk.Num instance at 0x10bf88170>), (1, 0.077, <sk.Num instance at 0x10bf88128>), (1, 0.083, <sk.Num instance at 0x10bf881b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.10  ,  0.04 (      --*      |              ), 0.08,  0.10,  0.12
   1 ,       NB__S2 ,    0.14  ,  0.14 (      ------*  |              ), 0.07,  0.14,  0.21
   2 ,     NB__Maha ,    0.33  ,  0.00 (               |             *), 0.33,  0.33,  0.33
[(1, 0.3333333333333333, <sk.Num instance at 0x10bf88170>), (0, 0.1, <sk.Num instance at 0x10bf88128>), (0, 0.143, <sk.Num instance at 0x10bf881b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       RF__S2 ,    0.11  ,  0.17 (----*          |              ), 0.00,  0.11,  0.17
   2 ,       RF__S1 ,    0.20  ,  0.25 (--------*      |              ), 0.00,  0.20,  0.25
[(0, 0.0, <sk.Num instance at 0x10bf88170>), (1, 0.2, <sk.Num instance at 0x10bf88128>), (1, 0.111, <sk.Num instance at 0x10bf881b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       LR__S1 ,    0.08  ,  0.07 (       ---*    |              ), 0.06,  0.08,  0.12
   2 ,       LR__S2 ,    0.09  ,  0.13 (------------*  |              ), 0.00,  0.09,  0.13
[(0, 0.0, <sk.Num instance at 0x10bf88170>), (1, 0.077, <sk.Num instance at 0x10bf88128>), (1, 0.091, <sk.Num instance at 0x10bf881b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       DT__S2 ,    0.11  ,  0.12 (-------------* |              ), 0.00,  0.11,  0.12
   2 ,       DT__S1 ,    0.14  ,  0.20 (---------------|-*            ), 0.00,  0.14,  0.20
[(0, 0.0, <sk.Num instance at 0x10bf88170>), (1, 0.143, <sk.Num instance at 0x10bf88128>), (1, 0.111, <sk.Num instance at 0x10bf881b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.08  ,  0.00 (       *       |              ), 0.08,  0.08,  0.08
   2 ,      KNN__S1 ,    0.17  ,  0.25 (---------------|*             ), 0.00,  0.17,  0.25
   2 ,      KNN__S2 ,    0.20  ,  0.09 (              -|---*          ), 0.15,  0.20,  0.24
[(0, 0.07575757575757576, <sk.Num instance at 0x10c0c5518>), (1, 0.167, <sk.Num instance at 0x10c0c5998>), (1, 0.197, <sk.Num instance at 0x10c0c5710>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.17  ,  0.21 (---------------|*             ), 0.00,  0.17,  0.21
   2 ,      SVM__S2 ,    0.18  ,  0.08 (              -|-*            ), 0.15,  0.18,  0.23
[(0, 0.0, <sk.Num instance at 0x10c0c5518>), (1, 0.169, <sk.Num instance at 0x10c0c5998>), (1, 0.182, <sk.Num instance at 0x10c0c5710>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.03  ,  0.00 (   *           |              ), 0.03,  0.03,  0.03
   2 ,       NB__S1 ,    0.15  ,  0.06 (              -*              ), 0.14,  0.15,  0.20
   2 ,       NB__S2 ,    0.17  ,  0.08 (            ---|-*            ), 0.12,  0.17,  0.20
[(0, 0.030303030303030304, <sk.Num instance at 0x10c0c5518>), (1, 0.152, <sk.Num instance at 0x10c0c5998>), (1, 0.167, <sk.Num instance at 0x10c0c5710>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       RF__S2 ,    0.03  ,  0.08 (---*           |              ), 0.00,  0.03,  0.08
   2 ,       RF__S1 ,    0.03  ,  0.05 (---*           |              ), 0.00,  0.03,  0.05
[(0, 0.0, <sk.Num instance at 0x10c0c5518>), (1, 0.031, <sk.Num instance at 0x10c0c5998>), (1, 0.03, <sk.Num instance at 0x10c0c5710>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     LR__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       LR__S2 ,    0.18  ,  0.09 (            ---|--*           ), 0.12,  0.18,  0.21
   2 ,       LR__S1 ,    0.18  ,  0.09 (           ----|---*          ), 0.11,  0.18,  0.20
[(0, 0.0, <sk.Num instance at 0x10c0c5518>), (1, 0.185, <sk.Num instance at 0x10c0c5998>), (1, 0.182, <sk.Num instance at 0x10c0c5710>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       DT__S1 ,    0.05  ,  0.08 (---------*     |              ), 0.00,  0.05,  0.08
   2 ,       DT__S2 ,    0.08  ,  0.11 (---------------|*             ), 0.00,  0.08,  0.11
[(0, 0.0, <sk.Num instance at 0x10c0c5518>), (1, 0.046, <sk.Num instance at 0x10c0c5998>), (1, 0.076, <sk.Num instance at 0x10c0c5710>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.17  ,  0.25 (-----*         |              ), 0.00,  0.17,  0.25
   2 ,    KNN__Maha ,    0.63  ,  0.00 (               |      *       ), 0.63,  0.63,  0.63
   2 ,      KNN__S2 ,    0.65  ,  0.21 (               |  ----*       ), 0.52,  0.65,  0.73
[(1, 0.6287878787878788, <sk.Num instance at 0x10c154878>), (0, 0.167, <sk.Num instance at 0x10c1545f0>), (1, 0.652, <sk.Num instance at 0x10c154c68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.17  ,  0.21 (-----*         |              ), 0.00,  0.17,  0.21
   2 ,    SVM__Maha ,    0.50  ,  0.00 (               | *            ), 0.50,  0.50,  0.50
   3 ,      SVM__S2 ,    0.60  ,  0.16 (               |   -*         ), 0.57,  0.60,  0.73
[(1, 0.5, <sk.Num instance at 0x10c154878>), (0, 0.169, <sk.Num instance at 0x10c1545f0>), (2, 0.598, <sk.Num instance at 0x10c154c68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.15  ,  0.06 (    *          |              ), 0.14,  0.15,  0.20
   2 ,       NB__S2 ,    0.64  ,  0.27 (               |----*         ), 0.48,  0.64,  0.76
   2 ,     NB__Maha ,    0.65  ,  0.00 (               |    *         ), 0.65,  0.65,  0.65
[(1, 0.6515151515151515, <sk.Num instance at 0x10c154878>), (0, 0.152, <sk.Num instance at 0x10c1545f0>), (1, 0.636, <sk.Num instance at 0x10c154c68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.03  ,  0.05 (-*             |              ), 0.00,  0.03,  0.05
   2 ,       RF__S2 ,    0.49  ,  0.18 (               | -*           ), 0.47,  0.49,  0.65
   2 ,     RF__Maha ,    0.49  ,  0.01 (               |  *           ), 0.49,  0.49,  0.50
[(1, 0.49242424242424243, <sk.Num instance at 0x10c154878>), (0, 0.031, <sk.Num instance at 0x10c1545f0>), (1, 0.492, <sk.Num instance at 0x10c154c68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.18  ,  0.09 (   ---*        |              ), 0.11,  0.18,  0.20
   2 ,     LR__Maha ,    0.50  ,  0.00 (               |*             ), 0.50,  0.50,  0.50
   3 ,       LR__S2 ,    0.60  ,  0.21 (               |   *          ), 0.58,  0.60,  0.79
[(1, 0.5, <sk.Num instance at 0x10c154878>), (0, 0.185, <sk.Num instance at 0x10c1545f0>), (2, 0.598, <sk.Num instance at 0x10c154c68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.05  ,  0.08 (-*             |              ), 0.00,  0.05,  0.08
   2 ,     DT__Maha ,    0.46  ,  0.00 (               | *            ), 0.46,  0.46,  0.46
   3 ,       DT__S2 ,    0.58  ,  0.14 (               |  ----*       ), 0.48,  0.58,  0.63
[(1, 0.4621212121212121, <sk.Num instance at 0x10c154878>), (0, 0.046, <sk.Num instance at 0x10c1545f0>), (2, 0.576, <sk.Num instance at 0x10c154c68>)]
jedit
Recall

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      KNN__S1 ,    0.50  ,  0.17 (              *|              ), 0.50,  0.50,  0.67
   2 ,      KNN__S2 ,    0.67  ,  0.33 (         ------|----*         ), 0.33,  0.67,  0.67
[(0, 0.0, <sk.Num instance at 0x10bf7d6c8>), (1, 0.5, <sk.Num instance at 0x10bf7d908>), (1, 0.667, <sk.Num instance at 0x10bf7d8c0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S2 ,    0.33  ,  0.67 (---------*     |              ), 0.00,  0.33,  0.67
   2 ,      SVM__S1 ,    0.50  ,  0.17 (         -----*|              ), 0.33,  0.50,  0.50
[(0, 0.0, <sk.Num instance at 0x10bf7d6c8>), (1, 0.5, <sk.Num instance at 0x10bf7d908>), (1, 0.333, <sk.Num instance at 0x10bf7d8c0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S1 ,    0.33  ,  0.50 (---------*     |              ), 0.00,  0.33,  0.50
   2 ,       NB__S2 ,    0.33  ,  0.33 (         *     |              ), 0.33,  0.33,  0.67
[(0, 0.0, <sk.Num instance at 0x10bf7d6c8>), (1, 0.333, <sk.Num instance at 0x10bf7d908>), (1, 0.333, <sk.Num instance at 0x10bf7d8c0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       RF__S1 ,    0.50  ,  0.50 (--------------*|              ), 0.00,  0.50,  0.50
   2 ,       RF__S2 ,    0.67  ,  0.33 (         ------|----*         ), 0.33,  0.67,  0.67
[(0, 0.0, <sk.Num instance at 0x10bf7d6c8>), (1, 0.5, <sk.Num instance at 0x10bf7d908>), (1, 0.667, <sk.Num instance at 0x10bf7d8c0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.00  ,  0.67 (*              |              ), 0.00,  0.00,  0.67
   1 ,     LR__Maha ,    0.67  ,  0.00 (               |   *          ), 0.67,  0.67,  0.67
   1 ,       LR__S2 ,    0.67  ,  0.33 (         ------|----*         ), 0.33,  0.67,  0.67
[(0, 0.6666666666666666, <sk.Num instance at 0x10bf7d6c8>), (0, 0.0, <sk.Num instance at 0x10bf7d908>), (0, 0.667, <sk.Num instance at 0x10bf7d8c0>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       DT__S1 ,    0.50  ,  0.67 (--------------*|              ), 0.00,  0.50,  0.67
   2 ,       DT__S2 ,    0.67  ,  0.33 (         ------|----*         ), 0.33,  0.67,  0.67
[(0, 0.0, <sk.Num instance at 0x10bf7d6c8>), (1, 0.5, <sk.Num instance at 0x10bf7d908>), (1, 0.667, <sk.Num instance at 0x10bf7d8c0>)]
Precision

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      KNN__S1 ,    0.06  ,  0.03 (         ----* |              ), 0.04,  0.06,  0.08
   2 ,      KNN__S2 ,    0.07  ,  0.03 (            --*|              ), 0.06,  0.07,  0.09
[(0, 0.0, <sk.Num instance at 0x10bf74170>), (1, 0.063, <sk.Num instance at 0x10bf74128>), (1, 0.067, <sk.Num instance at 0x10bf741b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.06  ,  0.03 (           ----|---*          ), 0.04,  0.06,  0.07
   2 ,      SVM__S2 ,    0.06  ,  0.03 (             --|---*          ), 0.04,  0.06,  0.07
[(0, 0.0, <sk.Num instance at 0x10bf74170>), (1, 0.063, <sk.Num instance at 0x10bf74128>), (1, 0.063, <sk.Num instance at 0x10bf741b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S1 ,    0.01  ,  0.07 (--*            |              ), 0.00,  0.01,  0.07
   3 ,       NB__S2 ,    0.08  ,  0.12 (  ----------*  |              ), 0.01,  0.08,  0.13
[(0, 0.0, <sk.Num instance at 0x10bf74170>), (1, 0.014, <sk.Num instance at 0x10bf74128>), (2, 0.077, <sk.Num instance at 0x10bf741b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       RF__S1 ,    0.14  ,  0.25 (------*        |              ), 0.00,  0.14,  0.25
   2 ,       RF__S2 ,    0.18  ,  0.22 (    ----*      |              ), 0.11,  0.18,  0.33
[(0, 0.0, <sk.Num instance at 0x10bf74170>), (1, 0.143, <sk.Num instance at 0x10bf74128>), (1, 0.182, <sk.Num instance at 0x10bf741b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.00  ,  0.10 (*              |              ), 0.00,  0.00,  0.10
   1 ,       LR__S2 ,    0.03  ,  0.07 (-----*         |              ), 0.00,  0.03,  0.07
   2 ,     LR__Maha ,    0.17  ,  0.00 (               |           *  ), 0.17,  0.17,  0.17
[(1, 0.16666666666666666, <sk.Num instance at 0x10bf74170>), (0, 0.0, <sk.Num instance at 0x10bf74128>), (0, 0.034, <sk.Num instance at 0x10bf741b8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       DT__S2 ,    0.10  ,  0.12 (     ---*      |              ), 0.06,  0.10,  0.18
   2 ,       DT__S1 ,    0.11  ,  0.17 (---------*     |              ), 0.00,  0.11,  0.17
[(0, 0.0, <sk.Num instance at 0x10bf74170>), (1, 0.111, <sk.Num instance at 0x10bf74128>), (1, 0.095, <sk.Num instance at 0x10bf741b8>)]
False_alarm

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    KNN__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      KNN__S1 ,    0.20  ,  0.09 (            ---|*             ), 0.16,  0.20,  0.25
   2 ,      KNN__S2 ,    0.23  ,  0.14 (           ----|--*           ), 0.14,  0.23,  0.29
[(0, 0.0, <sk.Num instance at 0x10c23eb48>), (1, 0.198, <sk.Num instance at 0x10c23e5a8>), (1, 0.227, <sk.Num instance at 0x10c23ec68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,    SVM__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,      SVM__S1 ,    0.16  ,  0.14 (        ----*  |              ), 0.10,  0.16,  0.24
   2 ,      SVM__S2 ,    0.26  ,  0.15 (           ----|----*         ), 0.14,  0.26,  0.30
[(0, 0.0, <sk.Num instance at 0x10c23eb48>), (1, 0.156, <sk.Num instance at 0x10c23e5a8>), (1, 0.258, <sk.Num instance at 0x10c23ec68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     NB__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       NB__S1 ,    0.08  ,  0.20 (---*           |              ), 0.00,  0.08,  0.20
   2 ,       NB__S2 ,    0.09  ,  0.17 ( --*           |              ), 0.03,  0.09,  0.20
[(0, 0.0, <sk.Num instance at 0x10c23eb48>), (1, 0.083, <sk.Num instance at 0x10c23e5a8>), (1, 0.093, <sk.Num instance at 0x10c23ec68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     RF__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       RF__S1 ,    0.03  ,  0.06 (-----*         |              ), 0.00,  0.03,  0.06
   2 ,       RF__S2 ,    0.06  ,  0.07 (   -------*    |              ), 0.02,  0.06,  0.09
[(0, 0.0, <sk.Num instance at 0x10c23eb48>), (1, 0.031, <sk.Num instance at 0x10c23e5a8>), (1, 0.062, <sk.Num instance at 0x10c23ec68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.00  ,  0.18 (*              |              ), 0.00,  0.00,  0.18
   1 ,     LR__Maha ,    0.10  ,  0.00 (        *      |              ), 0.10,  0.10,  0.10
   2 ,       LR__S2 ,    0.21  ,  0.12 (           ----|-*            ), 0.14,  0.21,  0.27
[(0, 0.10309278350515463, <sk.Num instance at 0x10c23eb48>), (0, 0.0, <sk.Num instance at 0x10c23e5a8>), (1, 0.206, <sk.Num instance at 0x10c23ec68>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,     DT__Maha ,    0.00  ,  0.00 (*              |              ), 0.00,  0.00,  0.00
   2 ,       DT__S2 ,    0.06  ,  0.07 (   ------*     |              ), 0.02,  0.06,  0.09
   2 ,       DT__S1 ,    0.06  ,  0.08 (----------*    |              ), 0.00,  0.06,  0.08
[(0, 0.0, <sk.Num instance at 0x10c23eb48>), (1, 0.063, <sk.Num instance at 0x10c23e5a8>), (1, 0.062, <sk.Num instance at 0x10c23ec68>)]
AUC

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      KNN__S1 ,    0.20  ,  0.09 (     -*        |              ), 0.16,  0.20,  0.25
   2 ,    KNN__Maha ,    0.50  ,  0.00 (               |*             ), 0.50,  0.50,  0.50
   3 ,      KNN__S2 ,    0.70  ,  0.30 (              -|------*       ), 0.45,  0.70,  0.75
[(1, 0.5, <sk.Num instance at 0x10c1efcb0>), (0, 0.198, <sk.Num instance at 0x10c1eff38>), (2, 0.704, <sk.Num instance at 0x10c1efea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,      SVM__S1 ,    0.16  ,  0.14 (   --*         |              ), 0.10,  0.16,  0.24
   2 ,    SVM__Maha ,    0.49  ,  0.00 (               | *            ), 0.49,  0.49,  0.49
   2 ,      SVM__S2 ,    0.53  ,  0.26 (               |--*           ), 0.44,  0.53,  0.70
[(1, 0.4948453608247423, <sk.Num instance at 0x10c1efcb0>), (0, 0.156, <sk.Num instance at 0x10c1eff38>), (1, 0.527, <sk.Num instance at 0x10c1efea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       NB__S1 ,    0.08  ,  0.20 (---*           |              ), 0.00,  0.08,  0.20
   2 ,       NB__S2 ,    0.45  ,  0.29 (             --|--*           ), 0.33,  0.45,  0.62
   2 ,     NB__Maha ,    0.49  ,  0.00 (               |   *          ), 0.49,  0.49,  0.49
[(1, 0.4896907216494845, <sk.Num instance at 0x10c1efcb0>), (0, 0.083, <sk.Num instance at 0x10c1eff38>), (1, 0.454, <sk.Num instance at 0x10c1efea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       RF__S1 ,    0.03  ,  0.06 (*              |              ), 0.00,  0.03,  0.06
   2 ,     RF__Maha ,    0.50  ,  0.00 (               |*             ), 0.50,  0.50,  0.50
   3 ,       RF__S2 ,    0.78  ,  0.18 (               |    -----*    ), 0.64,  0.78,  0.81
[(1, 0.5, <sk.Num instance at 0x10c1efcb0>), (0, 0.031, <sk.Num instance at 0x10c1eff38>), (2, 0.782, <sk.Num instance at 0x10c1efea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       LR__S1 ,    0.00  ,  0.18 (*              |              ), 0.00,  0.00,  0.18
   2 ,       LR__S2 ,    0.67  ,  0.33 (             --|------*       ), 0.42,  0.67,  0.75
   3 ,     LR__Maha ,    0.78  ,  0.00 (               |          *   ), 0.78,  0.78,  0.78
[(2, 0.781786941580756, <sk.Num instance at 0x10c1efcb0>), (0, 0.0, <sk.Num instance at 0x10c1eff38>), (1, 0.674, <sk.Num instance at 0x10c1efea8>)]

rank ,         name ,    med   ,  iqr 
----------------------------------------------------
   1 ,       DT__S1 ,    0.06  ,  0.08 (--*            |              ), 0.00,  0.06,  0.08
   2 ,     DT__Maha ,    0.49  ,  0.01 (               | *            ), 0.49,  0.49,  0.49
   3 ,       DT__S2 ,    0.63  ,  0.17 (               |     --*      ), 0.57,  0.63,  0.74
[(1, 0.4896907216494845, <sk.Num instance at 0x10c1efcb0>), (0, 0.063, <sk.Num instance at 0x10c1eff38>), (2, 0.631, <sk.Num instance at 0x10c1efea8>)]