Run
7729335

Run 7729335

Task 146012 (Supervised Classification) electricity Uploaded 09-09-2017 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.trees1
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.325231115473434
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
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29413.6273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1711
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
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7474
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.8858
UserCPU time millis
12.233
UserCPU time millis testing
0.796
UserCPU time millis training
11.437