Run
8858951

Run 8858951

Task 55 (Supervised Classification) vote Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
391.7125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4404
Cross-validation details (10-fold Crossvalidation)