Run
8878450

Run 8878450

Task 3677 (Supervised Classification) fri_c1_100_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
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.6744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2673
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9605
Cross-validation details (10-fold Crossvalidation)