Run
8881425

Run 8881425

Task 145806 (Supervised Classification) hepatitis Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4622
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.0057
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3656
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9033
Cross-validation details (10-fold Crossvalidation)