Run
8592049

Run 8592049

Task 146012 (Supervised Classification) electricity Uploaded 29-11-2017 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.trees326
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size83
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.417730017169379
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
0.9356
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24686.9787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2378
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
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6529
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1428.8965
UserCPU time millis
135.45
UserCPU time millis testing
5.82
UserCPU time millis training
129.63