Run
8875899

Run 8875899

Task 3603 (Supervised Classification) space_ga 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
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
835.5303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3812
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8658
Cross-validation details (10-fold Crossvalidation)
Total cost