Run
8060249

Run 8060249

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 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.trees485
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size3644
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.587585222651251
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
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17966.3356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3107
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
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.7532
UserCPU time millis
62.585
UserCPU time millis testing
2.957
UserCPU time millis training
59.628