Run
7691089

Run 7691089

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.trees127
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.893394421692938
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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31993.0126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1568
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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1205.9107
UserCPU time millis
560.035
UserCPU time millis testing
15.725
UserCPU time millis training
544.31