Run
8876527

Run 8876527

Task 9944 (Supervised Classification) user-knowledge 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
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7995
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.1408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0982
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5847
Cross-validation details (10-fold Crossvalidation)