Run
8875924

Run 8875924

Task 3622 (Supervised Classification) autoPrice 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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.9565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0647
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5028
Cross-validation details (10-fold Crossvalidation)