Run
8546211

Run 8546211

Task 146012 (Supervised Classification) electricity Uploaded 20-11-2017 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.trees480
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size51
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.759504958568141
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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27647.9561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2057
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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1324.8787
UserCPU time millis
353.4
UserCPU time millis testing
11.33
UserCPU time millis training
342.07