Run
8647136

Run 8647136

Task 146012 (Supervised Classification) electricity Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees908
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.3462293272838
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30891.7321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1695
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
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.1667
UserCPU time millis
1017.903
UserCPU time millis testing
29.373
UserCPU time millis training
988.53