Run
7958433

Run 7958433

Task 146012 (Supervised Classification) electricity Uploaded 16-10-2017 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.trees1762
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size1261
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.279807719518431
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
0.7971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19266.7652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.296
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
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7636
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.8462
UserCPU time millis
242.073
UserCPU time millis testing
15.266
UserCPU time millis training
226.807