Run
514326

Run 514326

Task 3796 (Supervised Classification) fri_c4_250_25 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
0.5976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.7609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.6
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2698
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.473
UserCPU time millis testing
0.158
UserCPU time millis training
0.315