Run
8454527

Run 8454527

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees253
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size32
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.615859920717776
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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27971.977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2026
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
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5861
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.9946
UserCPU time millis
715.66
UserCPU time millis testing
22.993
UserCPU time millis training
692.667