Run
8580697

Run 8580697

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 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.trees1433
mlr.classif.ranger(15)_mtry8
mlr.classif.ranger(15)_min.node.size13
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.668920022761449
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32914.4751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1446
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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5052
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.3401
UserCPU time millis
2246.44
UserCPU time millis testing
46.91
UserCPU time millis training
2199.53