Run
8661828

Run 8661828

Task 146012 (Supervised Classification) electricity Uploaded 21-12-2017 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.trees1070
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size869
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.875767149613239
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
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22074.0239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2645
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
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5414
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
874.0687
UserCPU time millis
963.967
UserCPU time millis testing
26.922
UserCPU time millis training
937.045