Run
8861042

Run 8861042

Task 3696 (Supervised Classification) autoMpg Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
322.8872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1002
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9982
Cross-validation details (10-fold Crossvalidation)
Recall
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5282
Cross-validation details (10-fold Crossvalidation)