Run
8592040

Run 8592040

Task 146012 (Supervised Classification) electricity Uploaded 29-11-2017 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.trees575
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size2158
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.92809326662682
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19517.6849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2938
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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7489
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.3818
UserCPU time millis
118.37
UserCPU time millis testing
6.11
UserCPU time millis training
112.26