Run
8630668

Run 8630668

Task 146012 (Supervised Classification) electricity Uploaded 09-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees651
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size429
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.678086161939427
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23241.4762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2519
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
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6902
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1456.9973
UserCPU time millis
208.085
UserCPU time millis testing
8.373
UserCPU time millis training
199.712