Run
7693059

Run 7693059

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.trees300
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.183530941512436
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27291.31
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2096
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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6041
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.3303
UserCPU time millis
420.534
UserCPU time millis testing
23.555
UserCPU time millis training
396.979