Run
8880733

Run 8880733

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1281
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
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7888
Cross-validation details (10-fold Crossvalidation)