Run
5926858

Run 5926858

Task 146012 (Supervised Classification) electricity Uploaded 14-07-2017 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.trees21
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.297704127593897
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
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29184.177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1873
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
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1311
UserCPU time millis
63.556
UserCPU time millis testing
2.864
UserCPU time millis training
60.692