OpenML
8878202

Run 8878202

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.2469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7557
Cross-validation details (10-fold Crossvalidation)