Run
8546245

Run 8546245

Task 146012 (Supervised Classification) electricity Uploaded 20-11-2017 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.trees559
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size8697
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.93583179062698
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
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17795.0202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3124
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
0.7845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1175.6892
UserCPU time millis
103.92
UserCPU time millis testing
5.14
UserCPU time millis training
98.78