Run
518571

Run 518571

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(2)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(2)_familyBinomial
classif.blackboost(2)_seed1
classif.blackboost(2)_kindMersenne-Twister
classif.blackboost(2)_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
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3550.3355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1319
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.049
UserCPU time millis testing
0.241
UserCPU time millis training
11.808