Run
8892303

Run 8892303

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.1953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1239
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
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7849
Cross-validation details (10-fold Crossvalidation)