Run
8445671

Run 8445671

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.trees1404
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size918
mlr.classif.ranger(13)_sample.fraction0.14588123227004
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
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18436.7182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3051
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.9114
UserCPU time millis
692.368
UserCPU time millis testing
45.689
UserCPU time millis training
646.679