Run
8748395

Run 8748395

Task 3485 (Supervised Classification) scene Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1198
mlr.classif.ranger(9)_mtry107
mlr.classif.ranger(9)_min.node.size47
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.383360368967988
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1284.2278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1525
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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.0396
UserCPU time millis
323.343
UserCPU time millis testing
1.121
UserCPU time millis training
322.222