Run
8182607

Run 8182607

Task 146012 (Supervised Classification) electricity Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1981
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size4291
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.205367567646317
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
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4937
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13175.0385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3653
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
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.832
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1766.7091
UserCPU time millis
207.444
UserCPU time millis testing
13.603
UserCPU time millis training
193.841