Run
8875922

Run 8875922

Task 3620 (Supervised Classification) fri_c0_100_5 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
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.1589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2928
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7132
Cross-validation details (10-fold Crossvalidation)