Run
8766315

Run 8766315

Task 146012 (Supervised Classification) electricity Uploaded 31-12-2017 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.trees908
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size8987
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.350949540734291
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
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13917.3052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3561
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
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.8294
UserCPU time millis
60.197
UserCPU time millis testing
5.425
UserCPU time millis training
54.772