Run
8433389

Run 8433389

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.trees215
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size12
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.825247834180482
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
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30902.4667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.17
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
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.4763
UserCPU time millis
859.664
UserCPU time millis testing
26.852
UserCPU time millis training
832.812