Run
8250900

Run 8250900

Task 146012 (Supervised Classification) electricity Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1940
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size1797
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.363013824354857
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17967.4774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.311
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
0.7942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7717
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1800.4618
UserCPU time millis
334.923
UserCPU time millis testing
22.038
UserCPU time millis training
312.885