Run
8861050

Run 8861050

Task 3685 (Supervised Classification) chatfield_4 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
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.5363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7037
Cross-validation details (10-fold Crossvalidation)