Run
8646869

Run 8646869

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

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1674
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size29
mlr.classif.ranger(16)_sample.fraction0.137484316062182
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9356
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25164.0389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.232
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
877.8447
UserCPU time millis
777.589
UserCPU time millis testing
39.037
UserCPU time millis training
738.552