Run
8221973

Run 8221973

Task 146012 (Supervised Classification) electricity Uploaded 24-10-2017 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.trees1606
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size513
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.822280983277597
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
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22552.5295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2604
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
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8323
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.9533
UserCPU time millis
365.948
UserCPU time millis testing
19.866
UserCPU time millis training
346.082