Run
2415095

Run 2415095

Task 219 (Supervised Classification) electricity Uploaded 17-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(10)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(10)_alpha0.739606497809291
mlr.classif.glmnet(10)_s0.01
mlr.classif.glmnet(10)_lambda0.00260383097115511
mlr.classif.glmnet(10)_openml.seed1
mlr.classif.glmnet(10)_openml.kindMersenne-Twister
mlr.classif.glmnet(10)_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
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15641.652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.334
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
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6835
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8209
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
389.7262
UserCPU time millis
6.942
UserCPU time millis testing
0.475
UserCPU time millis training
6.467