Run
8868353

Run 8868353

Task 3838 (Supervised Classification) autos Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8506
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.7081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2603
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4406
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9134
Cross-validation details (10-fold Crossvalidation)
Recall
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4122
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8789
Cross-validation details (10-fold Crossvalidation)