Run
511204

Run 511204

Task 3747 (Supervised Classification) fri_c0_500_5 Uploaded 28-01-2016 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
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.9962
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8149
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.38
UserCPU time millis testing
0.173
UserCPU time millis training
0.207