Run
8867690

Run 8867690

Task 145972 (Supervised Classification) credit-g Uploaded 28-02-2018 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
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4
Cross-validation details (10-fold Crossvalidation)
KB relative information score
249.8115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.309
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
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8974
Cross-validation details (10-fold Crossvalidation)