Run
8860369

Run 8860369

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-NaiveBayes.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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.4107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
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
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.92
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5868
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7215
Cross-validation details (10-fold Crossvalidation)