Run
8875950

Run 8875950

Task 3642 (Supervised Classification) fri_c0_250_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
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.0757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8807
Cross-validation details (10-fold Crossvalidation)