Run
8876612

Run 8876612

Task 14963 (Supervised Classification) artificial-characters 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
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3107.2457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9919
Cross-validation details (10-fold Crossvalidation)