Run
8747755

Run 8747755

Task 3889 (Supervised Classification) sylva_agnostic 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.trees223
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.956158269592561
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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3357.3683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0747
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
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6797
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.9285
UserCPU time millis
23.659
UserCPU time millis testing
1.339
UserCPU time millis training
22.32