Run
8869176

Run 8869176

Task 146804 (Supervised Classification) credit-g Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
274.5421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9229
Cross-validation details (10-fold Crossvalidation)