Run
509269

Run 509269

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
364.1426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0421
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.601
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
361.187
UserCPU time millis testing
5.554
UserCPU time millis training
355.633