Run
8860327

Run 8860327

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.5101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2158
Cross-validation details (10-fold Crossvalidation)
Number of instances
450
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2378
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7261
Cross-validation details (10-fold Crossvalidation)