Run
8792439

Run 8792439

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 16-01-2018 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.trees1394
mlr.classif.ranger(9)_mtry41
mlr.classif.ranger(9)_min.node.size678
mlr.classif.ranger(9)_sample.fraction0.76943824053742
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
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3115.2468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0571
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1797.3331
UserCPU time millis
362.417
UserCPU time millis testing
3.498
UserCPU time millis training
358.919