Run
518572

Run 518572

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 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
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3659.4923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7738
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
257.306
UserCPU time millis testing
2.574
UserCPU time millis training
254.732