Run
8876938

Run 8876938

Task 146194 (Supervised Classification) clean2 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
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2588.0012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.963
Cross-validation details (10-fold Crossvalidation)