Run
8446575

Run 8446575

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 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.trees321
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size602
mlr.classif.ranger(13)_sample.fraction0.973117467318662
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
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23467.1053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2491
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
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.34
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.5346
UserCPU time millis
975.423
UserCPU time millis testing
18.755
UserCPU time millis training
956.668