Run
8862362

Run 8862362

Task 3821 (Supervised Classification) segment 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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1125.369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0964
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5925
Cross-validation details (10-fold Crossvalidation)
Recall
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8324
Cross-validation details (10-fold Crossvalidation)