Run
8207935

Run 8207935

Task 146012 (Supervised Classification) electricity Uploaded 23-10-2017 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.trees241
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size1357
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.94797121360898
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
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18828.2763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.303
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
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.37
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.8274
UserCPU time millis
39.459
UserCPU time millis testing
1.912
UserCPU time millis training
37.547