Run
8880731

Run 8880731

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1191
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
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7926
Cross-validation details (10-fold Crossvalidation)