Run
7586490

Run 7586490

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)_alpha0.876444073626772
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.168893318430299
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
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2099.4573
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4723
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
0.5983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.5983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.969
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.4343
UserCPU time millis
1.587
UserCPU time millis testing
0.108
UserCPU time millis training
1.479