Run
513991

Run 513991

Task 9971 (Supervised Classification) ilpd 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
0.5131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.9349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1874
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.781
UserCPU time millis testing
0.27
UserCPU time millis training
0.511