OpenML
8383891

Run 8383891

Task 219 (Supervised Classification) electricity Uploaded 01-11-2017 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.trees924
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size730
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.127044951962307
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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5318
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17004.7169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3223
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
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7811
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.7746
UserCPU time millis
461.364
UserCPU time millis testing
33.352
UserCPU time millis training
428.012