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@joelostblom
joelostblom committed Sep 8, 2023
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60 changes: 60 additions & 0 deletions materials/python/py_tutorial_classification1/data/fruit_data.csv
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Original file line number Diff line number Diff line change
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fruit_label,fruit_name,fruit_subtype,mass,width,height,color_score
1,apple,granny_smith,192,8.4,7.3,0.55
1,apple,granny_smith,180,8,6.8,0.59
1,apple,granny_smith,176,7.4,7.2,0.6
2,mandarin,mandarin,86,6.2,4.7,0.8
2,mandarin,mandarin,84,6,4.6,0.79
2,mandarin,mandarin,80,5.8,4.3,0.77
2,mandarin,mandarin,80,5.9,4.3,0.81
2,mandarin,mandarin,76,5.8,4,0.81
1,apple,braeburn,178,7.1,7.8,0.92
1,apple,braeburn,172,7.4,7,0.89
1,apple,braeburn,166,6.9,7.3,0.93
1,apple,braeburn,172,7.1,7.6,0.92
1,apple,braeburn,154,7,7.1,0.88
1,apple,golden_delicious,164,7.3,7.7,0.7
1,apple,golden_delicious,152,7.6,7.3,0.69
1,apple,golden_delicious,156,7.7,7.1,0.69
1,apple,golden_delicious,156,7.6,7.5,0.67
1,apple,golden_delicious,168,7.5,7.6,0.73
1,apple,cripps_pink,162,7.5,7.1,0.83
1,apple,cripps_pink,162,7.4,7.2,0.85
1,apple,cripps_pink,160,7.5,7.5,0.86
1,apple,cripps_pink,156,7.4,7.4,0.84
1,apple,cripps_pink,140,7.3,7.1,0.87
1,apple,cripps_pink,170,7.6,7.9,0.88
3,orange,spanish_jumbo,342,9,9.4,0.75
3,orange,spanish_jumbo,356,9.2,9.2,0.75
3,orange,spanish_jumbo,362,9.6,9.2,0.74
3,orange,selected_seconds,204,7.5,9.2,0.77
3,orange,selected_seconds,140,6.7,7.1,0.72
3,orange,selected_seconds,160,7,7.4,0.81
3,orange,selected_seconds,158,7.1,7.5,0.79
3,orange,selected_seconds,210,7.8,8,0.82
3,orange,selected_seconds,164,7.2,7,0.8
3,orange,turkey_navel,190,7.5,8.1,0.74
3,orange,turkey_navel,142,7.6,7.8,0.75
3,orange,turkey_navel,150,7.1,7.9,0.75
3,orange,turkey_navel,160,7.1,7.6,0.76
3,orange,turkey_navel,154,7.3,7.3,0.79
3,orange,turkey_navel,158,7.2,7.8,0.77
3,orange,turkey_navel,144,6.8,7.4,0.75
3,orange,turkey_navel,154,7.1,7.5,0.78
3,orange,turkey_navel,180,7.6,8.2,0.79
3,orange,turkey_navel,154,7.2,7.2,0.82
4,lemon,spanish_belsan,194,7.2,10.3,0.7
4,lemon,spanish_belsan,200,7.3,10.5,0.72
4,lemon,spanish_belsan,186,7.2,9.2,0.72
4,lemon,spanish_belsan,216,7.3,10.2,0.71
4,lemon,spanish_belsan,196,7.3,9.7,0.72
4,lemon,spanish_belsan,174,7.3,10.1,0.72
4,lemon,unknown,132,5.8,8.7,0.73
4,lemon,unknown,130,6,8.2,0.71
4,lemon,unknown,116,6,7.5,0.72
4,lemon,unknown,118,5.9,8,0.72
4,lemon,unknown,120,6,8.4,0.74
4,lemon,unknown,116,6.1,8.5,0.71
4,lemon,unknown,116,6.3,7.7,0.72
4,lemon,unknown,116,5.9,8.1,0.73
4,lemon,unknown,152,6.5,8.5,0.72
4,lemon,unknown,118,6.1,8.1,0.7
60 changes: 60 additions & 0 deletions materials/python/py_tutorial_classification1/data/fruit_data_scaled.csv
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fruit_label,fruit_name,fruit_subtype,scaled_mass,scaled_width,scaled_height,scaled_color
1,apple,granny_smith,0.5249358232380423,1.5850841206069297,-0.28891657061443043,-2.7698196991859216
1,apple,granny_smith,0.3068286854137852,1.0954508058644747,-0.6562889341112278,-2.2493758703579947
1,apple,granny_smith,0.23412630613903282,0.36100083375079334,-0.36239104331378963,-2.1192649131510124
2,mandarin,mandarin,-1.4016772275428955,-1.1078991104765705,-2.199252860797776,0.48295423098862844
2,mandarin,mandarin,-1.4380284171802717,-1.3527157678477981,-2.272727333497136,0.3528432737816463
2,mandarin,mandarin,-1.510730796455024,-1.5975324252190257,-2.4931507515952145,0.0926213593676821
2,mandarin,mandarin,-1.510730796455024,-1.4751240965334114,-2.4931507515952145,0.6130651881956105
2,mandarin,mandarin,-1.5834331757297764,-1.5975324252190257,-2.7135741696932927,0.6130651881956105
1,apple,braeburn,0.270477495776409,-0.006224152306048461,0.07845579288236687,2.0442857174724125
1,apple,braeburn,0.16142392686428045,0.36100083375079334,-0.5093399887125087,1.653952845851466
1,apple,braeburn,0.0523703579521519,-0.2510408096772749,-0.28891657061443043,2.1743966746793943
1,apple,braeburn,0.16142392686428045,-0.006224152306048461,-0.06849315251635218,2.0442857174724125
1,apple,braeburn,-0.16573677987210522,-0.12863248099166166,-0.4358655160131495,1.523841888644484
1,apple,golden_delicious,0.01601916831477571,0.23859250506517904,0.004981320183007669,-0.8181553410811927
1,apple,golden_delicious,-0.2020879695094814,0.6058174911220198,-0.28891657061443043,-0.9482662982881749
1,apple,golden_delicious,-0.12938559023472904,0.728225819807634,-0.4358655160131495,-0.9482662982881749
1,apple,golden_delicious,-0.12938559023472904,0.6058174911220198,-0.14196762521571138,-1.2084882127021377
1,apple,golden_delicious,0.08872154758952808,0.4834091624364065,-0.06849315251635218,-0.4278224694602464
1,apple,cripps_pink,-0.020332021322600476,0.4834091624364065,-0.4358655160131495,0.8732871026095733
1,apple,cripps_pink,-0.020332021322600476,0.36100083375079334,-0.36239104331378963,1.1335090170235376
1,apple,cripps_pink,-0.056683210959976665,0.4834091624364065,-0.14196762521571138,1.2636199742305196
1,apple,cripps_pink,-0.12938559023472904,0.36100083375079334,-0.2154420979150706,1.0033980598165555
1,apple,cripps_pink,-0.4201951073337385,0.23859250506517904,-0.4358655160131495,1.3937309314375017
1,apple,cripps_pink,0.12507273722690426,0.6058174911220198,0.15193026558172673,1.523841888644484
3,orange,spanish_jumbo,3.2512750460412563,2.319534092720611,1.2540473560721186,-0.16760055504628216
3,orange,spanish_jumbo,3.5057333735028897,2.5643507500918377,1.107098410673399,-0.16760055504628216
3,orange,spanish_jumbo,3.614786942415018,3.053984064834293,1.107098410673399,-0.29771151225326425
3,orange,selected_seconds,0.7430429610622994,0.4834091624364065,1.107098410673399,0.0926213593676821
3,orange,selected_seconds,-0.4201951073337385,-0.49585746704850236,-0.4358655160131495,-0.5579334266672284
3,orange,selected_seconds,-0.056683210959976665,-0.12863248099166166,-0.2154420979150706,0.6130651881956105
3,orange,selected_seconds,-0.09303440059735285,-0.006224152306048461,-0.14196762521571138,0.3528432737816463
3,orange,selected_seconds,0.852096529974428,0.8506341484932473,0.22540473828108593,0.7431761454025912
3,orange,selected_seconds,0.01601916831477571,0.11618417637956584,-0.5093399887125087,0.48295423098862844
3,orange,turkey_navel,0.4885846336006661,0.4834091624364065,0.2988792109804451,-0.29771151225326425
3,orange,turkey_navel,-0.38384391769636234,0.6058174911220198,0.07845579288236687,-0.16760055504628216
3,orange,turkey_navel,-0.2384391591468576,-0.006224152306048461,0.15193026558172673,-0.16760055504628216
3,orange,turkey_navel,-0.056683210959976665,-0.006224152306048461,-0.06849315251635218,-0.03748959783930003
3,orange,turkey_navel,-0.16573677987210522,0.23859250506517904,-0.28891657061443043,0.3528432737816463
3,orange,turkey_navel,-0.09303440059735285,0.11618417637956584,0.07845579288236687,0.0926213593676821
3,orange,turkey_navel,-0.3474927280589861,-0.3734491383628892,-0.2154420979150706,-0.16760055504628216
3,orange,turkey_navel,-0.16573677987210522,-0.006224152306048461,-0.14196762521571138,0.2227323165746642
3,orange,turkey_navel,0.3068286854137852,0.6058174911220198,0.3723536836798043,0.3528432737816463
3,orange,turkey_navel,-0.16573677987210522,0.11618417637956584,-0.36239104331378963,0.7431761454025912
4,lemon,spanish_belsan,0.5612870128754185,0.11618417637956584,1.915317610366354,-0.8181553410811927
4,lemon,spanish_belsan,0.6703405817875471,0.23859250506517904,2.0622665557650723,-0.5579334266672284
4,lemon,spanish_belsan,0.41588225432591375,0.11618417637956584,1.107098410673399,-0.5579334266672284
4,lemon,spanish_belsan,0.9611500988865566,0.23859250506517904,1.8418431376669935,-0.6880443838742106
4,lemon,spanish_belsan,0.5976382025127946,0.23859250506517904,1.4744707741701963,-0.5579334266672284
4,lemon,spanish_belsan,0.19777511650165663,0.23859250506517904,1.7683686649676345,-0.5579334266672284
4,lemon,unknown,-0.5655998658832433,-1.5975324252190257,0.7397260471766016,-0.4278224694602464
4,lemon,unknown,-0.6019510555206194,-1.3527157678477981,0.3723536836798043,-0.6880443838742106
4,lemon,unknown,-0.8564093829822528,-1.3527157678477981,-0.14196762521571138,-0.5579334266672284
4,lemon,unknown,-0.8200581933448766,-1.4751240965334114,0.22540473828108593,-0.5579334266672284
4,lemon,unknown,-0.7837070037075003,-1.3527157678477981,0.5193026290785241,-0.29771151225326425
4,lemon,unknown,-0.8564093829822528,-1.2303074391621849,0.5927771017778832,-0.6880443838742106
4,lemon,unknown,-0.8564093829822528,-0.9854907817909574,0.004981320183007669,-0.5579334266672284
4,lemon,unknown,-0.8564093829822528,-1.4751240965334114,0.2988792109804451,-0.4278224694602464
4,lemon,unknown,-0.2020879695094814,-0.7406741244197299,0.5927771017778832,-0.5579334266672284
4,lemon,unknown,-0.8200581933448766,-1.2303074391621849,0.2988792109804451,-0.8181553410811927
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