OpenML
8878615

Run 8878615

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6696
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10.584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3453
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7667
Cross-validation details (10-fold Crossvalidation)
Recall
0.6918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2328
Cross-validation details (10-fold Crossvalidation)