Run
8875892

Run 8875892

Task 3601 (Supervised Classification) cpu_small Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5913.3657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6857
Cross-validation details (10-fold Crossvalidation)