Run
8876422

Run 8876422

Task 3916 (Supervised Classification) kc1-binary Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.275
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.9356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3264
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1507
Cross-validation details (10-fold Crossvalidation)