Run
5926568

Run 5926568

Task 146012 (Supervised Classification) electricity Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot24 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees61
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.559563496289775
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32041.0943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1556
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
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.937
UserCPU time millis
222.613
UserCPU time millis testing
6.285
UserCPU time millis training
216.328