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med accuracy
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med accuracy
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AlonDS
NB:
Confusion Matrix and Statistics
colonc healthy
colonc 22 0
healthy 18 22
Accuracy : 0.7097
95% CI : (0.5805, 0.818)
No Information Rate : 0.6452
P-Value [Acc > NIR] : 0.1769
Kappa : 0.4645
Mcnemar's Test P-Value : 6.151e-05
Sensitivity : 0.5500
Specificity : 1.0000
Pos Pred Value : 1.0000
Neg Pred Value : 0.5500
Prevalence : 0.6452
Detection Rate : 0.3548
Detection Prevalence : 0.3548
Balanced Accuracy : 0.7750
'Positive' Class : colonc
MAXENT:
$meanAccuracy-Cross 5
[1] 0.9292308
GolubEset
NB:
Confusion Matrix and Statistics
ALL AML
ALL 47 0
AML 0 25
Accuracy : 1
95% CI : (0.9501, 1)
No Information Rate : 0.6528
P-Value [Acc > NIR] : 4.604e-14
Kappa : 1
Mcnemar's Test P-Value : NA
Sensitivity : 1.0000
Specificity : 1.0000
Pos Pred Value : 1.0000
Neg Pred Value : 1.0000
Prevalence : 0.6528
Detection Rate : 0.6528
Detection Prevalence : 0.6528
Balanced Accuracy : 1.0000
'Positive' Class : ALL
Maxent: cross 5
0.8591866
DLBCL:
NB:
Confusion Matrix and Statistics
GCB ABC
GCB 105 1
ABC 7 81
Accuracy : 0.9588
95% CI : (0.9204, 0.982)
No Information Rate : 0.5773
P-Value [Acc > NIR] : <2e-16
Kappa : 0.9163
Mcnemar's Test P-Value : 0.0771
Sensitivity : 0.9375
Specificity : 0.9878
Pos Pred Value : 0.9906
Neg Pred Value : 0.9205
Prevalence : 0.5773
Detection Rate : 0.5412
Detection Prevalence : 0.5464
Balanced Accuracy : 0.9627
'Positive' Class : GCB
maxent:
0.8808706