Run
8861129

Run 8861129

Task 3696 (Supervised Classification) autoMpg Uploaded 27-02-2018 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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.7967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
398
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9982
Cross-validation details (10-fold Crossvalidation)
Recall
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6542
Cross-validation details (10-fold Crossvalidation)