Run
8565281

Run 8565281

Task 146012 (Supervised Classification) electricity Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1569
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size902
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.377550603239797
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
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18875.3466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3014
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
0.8077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7544
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1799.9243
UserCPU time millis
212.909
UserCPU time millis testing
14.951
UserCPU time millis training
197.958