Run
8253188

Run 8253188

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.trees412
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size156
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.561694339942187
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
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25122.2601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.232
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
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1799.2518
UserCPU time millis
134.565
UserCPU time millis testing
5.451
UserCPU time millis training
129.114