Run
7729078

Run 7729078

Task 146012 (Supervised Classification) electricity Uploaded 09-09-2017 by OpenML_Bot R
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  • AzureBot23 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.trees275
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.369501515687443
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
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28610.7903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1955
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
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.9219
UserCPU time millis
553.095
UserCPU time millis testing
25.55
UserCPU time millis training
527.545