Run
516895

Run 516895

Task 3920 (Supervised Classification) mw1 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
0.578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.0111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0695
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1438
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3987
Cross-validation details (10-fold Crossvalidation)
Recall
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9892
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.211
UserCPU time millis testing
0.152
UserCPU time millis training
6.059