Run
8859501

Run 8859501

Task 3547 (Supervised Classification) cars 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
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
142.5176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2863
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3596
Cross-validation details (10-fold Crossvalidation)
Number of instances
406
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3317
Cross-validation details (10-fold Crossvalidation)
Recall
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4236
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8767
Cross-validation details (10-fold Crossvalidation)