Run
9190239

Run 9190239

Task 145974 (Supervised Classification) dermatology Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9963 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9401 ± 0.0316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9248 ± 0.0393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
322.6427 ± 1.4712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0466 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9423 ± 0.0256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9399 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9399 ± 0.0314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.175 ± 0.0426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1282 ± 0.0291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3513 ± 0.08
Cross-validation details (10-fold Crossvalidation)