Run
8248757

Run 8248757

Task 146012 (Supervised Classification) electricity Uploaded 25-10-2017 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.trees60
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.791799417487346
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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8535
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33730.1652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1364
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
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9285
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1910.4817
UserCPU time millis
45.357
UserCPU time millis testing
2.145
UserCPU time millis training
43.212