Run
8431134

Run 8431134

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees740
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size356
mlr.classif.ranger(13)_sample.fraction0.322312720771879
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6306
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21498.0851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2718
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
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7172
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.7859
UserCPU time millis
737.727
UserCPU time millis testing
36.139
UserCPU time millis training
701.588