Run
8578648

Run 8578648

Task 146012 (Supervised Classification) electricity Uploaded 27-11-2017 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.trees739
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size438
mlr.classif.ranger(15)_sample.fraction0.383938735793345
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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16519.7335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3305
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
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8007
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8007
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1160.1828
UserCPU time millis
117.89
UserCPU time millis testing
11.94
UserCPU time millis training
105.95