Run
8436734

Run 8436734

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 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.trees403
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size24
mlr.classif.ranger(13)_sample.fraction0.890636388515122
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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31190.064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1659
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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.0784
UserCPU time millis
2192.396
UserCPU time millis testing
36.691
UserCPU time millis training
2155.705