Run
7989925

Run 7989925

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.trees38
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size3241
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.931369061069563
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18633.5892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3036
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
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8022
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1809.8437
UserCPU time millis
6.366
UserCPU time millis testing
0.291
UserCPU time millis training
6.075