Run
7655254

Run 7655254

Task 146012 (Supervised Classification) electricity Uploaded 08-09-2017 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)_alpha0.515418005408719
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00386651515882831
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
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15438.2984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3364
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
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.8384
UserCPU time millis
2.636
UserCPU time millis testing
0.105
UserCPU time millis training
2.531