Run
8875970

Run 8875970

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.6127
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.7315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4682
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9958
Cross-validation details (10-fold Crossvalidation)