Run
8661834

Run 8661834

Task 146012 (Supervised Classification) electricity Uploaded 21-12-2017 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.trees860
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size220
mlr.classif.ranger(16)_sample.fraction0.95184250078164
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26426.4161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2168
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
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6337
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
885.509
UserCPU time millis
1863.09
UserCPU time millis testing
28.581
UserCPU time millis training
1834.509