Stage BayesNet MLP SVM ADTree SLR

crazymeasleAI and Robotics

Oct 15, 2013 (4 years and 23 days ago)

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Stage

BayesNet

MLP

SVM

ADTree

SLR

Training


ROC Area

0.737

0.778

0.996

0.772

0.657

Kappa statistic

0.295

0.320

0.902

0.301

0.228

Percent Correctly Classified

77.4%

79.7%

96.3%

79.1%

77.7%

F
-
Measure

0.744

0.754

0.962

0.747

0.72

10
-
Fold Cross
-
Validat
ion

ROC Area

0.691

0.688

0.671

0.7

0.645

Kappa statistic

0.2169

0.1703

0.242

0.179

0.228

Percent Correctly Classified

75.1%

74.5%

65.9%

74.2%

77.7%

F
-
Measure

0.716

0.7

0.677

0.702

0.72