Run
8861152

Run 8861152

Task 3703 (Supervised Classification) fri_c4_500_25 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
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
239.0895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0174
Cross-validation details (10-fold Crossvalidation)