Run
7969570

Run 7969570

Task 146012 (Supervised Classification) electricity Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees288
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1441
mlr.classif.ranger(9)_sample.fraction0.814275965257548
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.62
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20859.087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2783
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
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5697
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.454
UserCPU time millis
59.71
UserCPU time millis testing
2.171
UserCPU time millis training
57.539