Run
8862818

Run 8862818

Task 3873 (Supervised Classification) dermatology Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-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
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0236
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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4608
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2697
Cross-validation details (10-fold Crossvalidation)