Run
8862638

Run 8862638

Task 3854 (Supervised Classification) car Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1088.7404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4199
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8302
Cross-validation details (10-fold Crossvalidation)