Run
8061697

Run 8061697

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees725
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size7382
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.255637883977033
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12909.7026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3689
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
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.051
UserCPU time millis
66.765
UserCPU time millis testing
4.382
UserCPU time millis training
62.383