Run
8862590

Run 8862590

Task 3841 (Supervised Classification) mfeat-factors Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1651.1348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0219
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4581
Cross-validation details (10-fold Crossvalidation)