Run
510928

Run 510928

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 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
0.5813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.5859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.37
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.37
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2809
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.197
UserCPU time millis testing
0.403
UserCPU time millis training
0.794