Run
7585647

Run 7585647

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)_alpha0.0544147968757898
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda2.39036182710772
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
0.7955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
420.8443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4855
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
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.5766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9936
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.581
UserCPU time millis
0.924
UserCPU time millis testing
0.102
UserCPU time millis training
0.822