Run
7977897

Run 7977897

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.trees10
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.924184428108856
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23978.705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2483
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
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6575
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.2451
UserCPU time millis
6.347
UserCPU time millis testing
0.45
UserCPU time millis training
5.897