Run
8580806

Run 8580806

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 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.trees1055
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size329
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.276412497414276
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
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19305.636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2977
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
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1330.7305
UserCPU time millis
295.96
UserCPU time millis testing
16.23
UserCPU time millis training
279.73