Run
8546249

Run 8546249

Task 146012 (Supervised Classification) electricity Uploaded 20-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1992
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.557079253159463
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22941.1736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
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
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6579
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1182.808
UserCPU time millis
1146.73
UserCPU time millis testing
87.62
UserCPU time millis training
1059.11