Run
7706478

Run 7706478

Task 146012 (Supervised Classification) electricity Uploaded 09-09-2017 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.trees33
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_sample.fraction0.374934002314694
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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30022.2465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1781
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
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.6098
UserCPU time millis
126.867
UserCPU time millis testing
5.497
UserCPU time millis training
121.37