Run
7580104

Run 7580104

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)_alpha0.692476164083928
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.164451466259535
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
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4119.0767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.455
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
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9391
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.0022
UserCPU time millis
1.952
UserCPU time millis testing
0.123
UserCPU time millis training
1.829