Run
8876068

Run 8876068

Task 3723 (Supervised Classification) analcatdata_gviolence 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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.3811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
74
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9819
Cross-validation details (10-fold Crossvalidation)
Recall
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4934
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4234
Cross-validation details (10-fold Crossvalidation)