Run
7698232

Run 7698232

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.trees1279
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.10429155935999
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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24701.811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2383
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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.0076
UserCPU time millis
1222.517
UserCPU time millis testing
89.128
UserCPU time millis training
1133.389