Run
7585639

Run 7585639

Task 146012 (Supervised Classification) electricity Uploaded 07-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.325949979713187
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.329568747517354
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
0.796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2885.1182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4656
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
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9569
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.5484
UserCPU time millis
1.302
UserCPU time millis testing
0.1
UserCPU time millis training
1.202