Run
518578

Run 518578

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

classif.glmnet(1)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(1)_s0.01
classif.glmnet(1)_seed1
classif.glmnet(1)_kindMersenne-Twister
classif.glmnet(1)_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
0.6496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1793.4319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.257
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
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1134
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.043
UserCPU time millis testing
0.09
UserCPU time millis training
0.953