Run
8641416

Run 8641416

Task 146012 (Supervised Classification) electricity Uploaded 11-12-2017 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.trees970
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size3325
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.801242148363963
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
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5901
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18745.6675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3021
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
0.8013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1745.048
UserCPU time millis
164.964
UserCPU time millis testing
8.235
UserCPU time millis training
156.729