Run
515447

Run 515447

Task 7557 (Supervised Classification) CostaMadre1 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
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.3194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3676
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0989
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.315
UserCPU time millis testing
0.166
UserCPU time millis training
8.149