Run
517296

Run 517296

Task 31 (Supervised Classification) credit-g Uploaded 29-01-2016 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
0.6621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7393
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
374.1676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.245
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.495
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0801
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.328
UserCPU time millis testing
0.483
UserCPU time millis training
0.845