Run
7681195

Run 7681195

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.trees339
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.170485713495873
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
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24395.0582
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2426
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
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.6974
UserCPU time millis
331.307
UserCPU time millis testing
25.497
UserCPU time millis training
305.81