Run
8607677

Run 8607677

Task 146012 (Supervised Classification) electricity Uploaded 02-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees341
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size1645
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.783292849431746
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15226.3572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3445
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
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7889
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1561.8621
UserCPU time millis
64.95
UserCPU time millis testing
4.57
UserCPU time millis training
60.38