Run
7580738

Run 7580738

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)_alpha0.136352716013789
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0483299395161233
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
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11558.3717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3805
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
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8477
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.3963
UserCPU time millis
2.006
UserCPU time millis testing
0.106
UserCPU time millis training
1.9