Run
8430228

Run 8430228

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees989
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size692
mlr.classif.ranger(13)_sample.fraction0.218708335701376
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
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19678.3393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2916
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
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.6978
UserCPU time millis
677.089
UserCPU time millis testing
41.82
UserCPU time millis training
635.269