Run
8861381

Run 8861381

Task 3724 (Supervised Classification) vinnie Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8282 ± 0.0502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8287 ± 0.05
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6572 ± 0.1005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
249.8694 ± 3.8244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1711 ± 0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Number of instances
380
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8295 ± 0.0509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8289 ± 0.05
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.8289 ± 0.05
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3423 ± 0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4136 ± 0.0613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8275 ± 0.123
Cross-validation details (10-fold Crossvalidation)