Run
8263526

Run 8263526

Task 146012 (Supervised Classification) electricity Uploaded 27-10-2017 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.trees313
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size445
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.949205198232084
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
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24469.7782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2361
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
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.4874
UserCPU time millis
137.77
UserCPU time millis testing
3.365
UserCPU time millis training
134.405