Run
7669871

Run 7669871

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.trees1220
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.132230611238629
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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26232.9504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2211
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
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6248
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.0528
UserCPU time millis
1429.178
UserCPU time millis testing
89.035
UserCPU time millis training
1340.143