Run
517382

Run 517382

Task 3603 (Supervised Classification) space_ga 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
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1832.881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9056
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.594
UserCPU time millis testing
0.191
UserCPU time millis training
4.403