Run
7653199

Run 7653199

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)_alpha0.687142557231709
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0946096078816904
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
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7885.4065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4194
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
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.889
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.1753
Total cost
UserCPU time millis
2.09
UserCPU time millis testing
0.128
UserCPU time millis training
1.962