OpenML
8669429

Run 8669429

Task 3485 (Supervised Classification) scene Uploaded 23-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees774
mlr.classif.ranger(16)_mtry227
mlr.classif.ranger(16)_min.node.size67
mlr.classif.ranger(16)_sample.fraction0.635275122104213
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1557.741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1216
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
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5234
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
966.366
UserCPU time millis
1013.815
UserCPU time millis testing
1.379
UserCPU time millis training
1012.436