Run
8871712

Run 8871712

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 03-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-62.854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1915
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9101
Cross-validation details (10-fold Crossvalidation)