Run
8876168

Run 8876168

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.2098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.67
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.67
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9522
Cross-validation details (10-fold Crossvalidation)