Run
8876959

Run 8876959

Task 146237 (Supervised Classification) cleveland-nominal 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
0.7852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.5319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1977
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2589
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8615
Cross-validation details (10-fold Crossvalidation)
Recall
0.5908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3591
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9075
Cross-validation details (10-fold Crossvalidation)