Run
8590463

Run 8590463

Task 146012 (Supervised Classification) electricity Uploaded 29-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1734
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.755257773632184
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31031.3328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1687
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
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9145
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1480.8748
UserCPU time millis
1851.9
UserCPU time millis testing
92.26
UserCPU time millis training
1759.64