Run
8887374

Run 8887374

Task 35 (Supervised Classification) dermatology Uploaded 26-03-2018 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
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
322.6427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0466
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9399
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3513
Cross-validation details (10-fold Crossvalidation)