Run
7672211

Run 7672211

Task 146012 (Supervised Classification) electricity Uploaded 08-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees687
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.223853313620202
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25063.036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2355
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
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.3404
UserCPU time millis
775.67
UserCPU time millis testing
55.768
UserCPU time millis training
719.902