Run
8770249

Run 8770249

Task 146012 (Supervised Classification) electricity Uploaded 02-01-2018 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.trees665
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size13
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.934600866446271
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
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33650.5367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
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
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4852
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.921
UserCPU time millis
793.974
UserCPU time millis testing
16.456
UserCPU time millis training
777.518