Run
8442661

Run 8442661

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1077
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size143
mlr.classif.ranger(13)_sample.fraction0.111555842193775
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21917.6307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2664
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
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7163
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.4471
UserCPU time millis
935.187
UserCPU time millis testing
55.093
UserCPU time millis training
880.094