Run
7974507

Run 7974507

Task 146012 (Supervised Classification) electricity Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1659
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size381
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.712855470180511
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17874.9233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.316
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
0.8181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7487
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1812.2788
UserCPU time millis
225.548
UserCPU time millis testing
20.778
UserCPU time millis training
204.77