Run
8875664

Run 8875664

Task 21 (Supervised Classification) car 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
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
682.2002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6126
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7779
Cross-validation details (10-fold Crossvalidation)