Run
8580025

Run 8580025

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.trees159
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size4917
mlr.classif.ranger(15)_sample.fraction0.270630859048106
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
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8822.8906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4117
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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.6939
UserCPU time millis
11.66
UserCPU time millis testing
1.38
UserCPU time millis training
10.28