Run
8060387

Run 8060387

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1253
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size364
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.525383612909354
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
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21666.6674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2707
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
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1826.7589
UserCPU time millis
233.382
UserCPU time millis testing
15.876
UserCPU time millis training
217.506