Run
7990755

Run 7990755

Task 146012 (Supervised Classification) electricity Uploaded 17-10-2017 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.trees1160
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1256
mlr.classif.ranger(9)_sample.fraction0.896988900494762
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
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21327.2338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2731
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
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7248
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1817.5919
UserCPU time millis
279.898
UserCPU time millis testing
11.988
UserCPU time millis training
267.91