Run
8874214

Run 8874214

Task 3873 (Supervised Classification) dermatology Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.4701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4251
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4608
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2399
Cross-validation details (10-fold Crossvalidation)