Run
8673380

Run 8673380

Task 146012 (Supervised Classification) electricity Uploaded 24-12-2017 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.trees1274
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size1504
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.744737934670411
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
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18077.4926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3112
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
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7604
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.9625
UserCPU time millis
144.695
UserCPU time millis testing
11.28
UserCPU time millis training
133.415