Run
8859652

Run 8859652

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.95
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2747
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7313
Cross-validation details (10-fold Crossvalidation)