OpenML
8869525

Run 8869525

Task 146226 (Supervised Classification) cars1 Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.7064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3598
Cross-validation details (10-fold Crossvalidation)
Number of instances
392
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7334
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3318
Cross-validation details (10-fold Crossvalidation)
Recall
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.843
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4237
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3936
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.929
Cross-validation details (10-fold Crossvalidation)