Run
511404

Run 511404

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 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
0.6328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
339.644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1587
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
352.352
UserCPU time millis testing
3.787
UserCPU time millis training
348.565