Run
7652358

Run 7652358

Task 146012 (Supervised Classification) electricity Uploaded 08-09-2017 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)_alpha0.738470912678167
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0675629573244096
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
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9443.134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4035
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
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8716
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.8546
UserCPU time millis
1.928
UserCPU time millis testing
0.122
UserCPU time millis training
1.806