Run
8781611

Run 8781611

Task 3485 (Supervised Classification) scene Uploaded 08-01-2018 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.trees1054
mlr.classif.ranger(16)_mtry87
mlr.classif.ranger(16)_min.node.size17
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.608583664754406
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
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1436.8059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1328
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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5568
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.9736
UserCPU time millis
426.088
UserCPU time millis testing
1.023
UserCPU time millis training
425.065