Run
516790

Run 516790

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
442.8471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5166
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5166
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2231
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.258
UserCPU time millis testing
0.443
UserCPU time millis training
2.815