Run
7695412

Run 7695412

Task 146012 (Supervised Classification) electricity Uploaded 08-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees108
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_sample.fraction0.287374391034246
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27314.7063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2098
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
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.5331
UserCPU time millis
169.431
UserCPU time millis testing
9.534
UserCPU time millis training
159.897