Run
8878755

Run 8878755

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
530.9683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8537
Cross-validation details (10-fold Crossvalidation)