Run
518589

Run 518589

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

classif.lqa(5)Learner classif.lqa from package(s) lqa.
classif.lqa(5)_penaltylasso
classif.lqa(5)_lambda0.1
classif.lqa(5)_seed1
classif.lqa(5)_kindMersenne-Twister
classif.lqa(5)_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
0.6641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1868.802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2517
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
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1017
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.683
UserCPU time millis testing
0.017
UserCPU time millis training
4.666