Run
8559157

Run 8559157

Task 146012 (Supervised Classification) electricity Uploaded 25-11-2017 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.trees1946
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size3748
mlr.classif.ranger(16)_sample.fraction0.316337813739665
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16298.8787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3295
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7985
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.2022
UserCPU time millis
195.027
UserCPU time millis testing
16.149
UserCPU time millis training
178.878