Run
8856131

Run 8856131

Task 146012 (Supervised Classification) electricity Uploaded 29-01-2018 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.trees1445
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size4076
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.358774249977432
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
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13711.8372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3602
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1774.718
UserCPU time millis
115.265
UserCPU time millis testing
9.548
UserCPU time millis training
105.717