Run
8860793

Run 8860793

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

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.7629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
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
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7298
Cross-validation details (10-fold Crossvalidation)