Run
8433409

Run 8433409

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees862
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_min.node.size55
mlr.classif.ranger(13)_sample.fraction0.738369000866078
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29371.4022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1856
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
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.3679
UserCPU time millis
4540.018
UserCPU time millis testing
69.295
UserCPU time millis training
4470.723