Run
8252058

Run 8252058

Task 146012 (Supervised Classification) electricity Uploaded 26-10-2017 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.trees1180
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size117
mlr.classif.ranger(9)_sample.fraction0.227565118530765
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
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22342.8671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2634
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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6967
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1783.1238
UserCPU time millis
194.583
UserCPU time millis testing
18.331
UserCPU time millis training
176.252