Run
513494

Run 513494

Task 3554 (Supervised Classification) backache 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
0.5942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.6219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1198
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.06
UserCPU time millis testing
0.572
UserCPU time millis training
12.488