Run
6360049

Run 6360049

Task 3485 (Supervised Classification) scene Uploaded 29-08-2017 by OpenML_Bot R
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  • AzureBot3 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.trees519
mlr.classif.ranger(13)_mtry186
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.312789275101386
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
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1392.2004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1386
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.3099
UserCPU time millis
922.063
UserCPU time millis testing
2.251
UserCPU time millis training
919.812