Run
8580439

Run 8580439

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 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.trees1892
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size49
mlr.classif.ranger(15)_sample.fraction0.889356994512491
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.79
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29270.0984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1873
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
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1510.1774
UserCPU time millis
2017.59
UserCPU time millis testing
59.36
UserCPU time millis training
1958.23