Run
7581290

Run 7581290

Task 146012 (Supervised Classification) electricity Uploaded 07-09-2017 by OpenML_Bot R
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.605802850797772
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0980069855995881
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7932.2578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.0817
UserCPU time millis
1.709
UserCPU time millis testing
0.098
UserCPU time millis training
1.611