Run
8092022

Run 8092022

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.trees253
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size142
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.323445899388753
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
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23870.6823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2456
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
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6752
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.0605
UserCPU time millis
71.381
UserCPU time millis testing
2.969
UserCPU time millis training
68.412