Run
8429055

Run 8429055

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees421
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size55
mlr.classif.ranger(13)_sample.fraction0.375895485188812
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
0.9289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22880.636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597
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
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.0784
UserCPU time millis
548.704
UserCPU time millis testing
30.046
UserCPU time millis training
518.658