Run
8867969

Run 8867969

Task 3661 (Supervised Classification) cpu Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.0918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0574
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3797
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8205
Cross-validation details (10-fold Crossvalidation)
Recall
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5508
Cross-validation details (10-fold Crossvalidation)