Run
8781578

Run 8781578

Task 3889 (Supervised Classification) sylva_agnostic 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.trees924
mlr.classif.ranger(16)_mtry122
mlr.classif.ranger(16)_min.node.size768
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.852252725884318
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
0.9961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5386.9563
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0432
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
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5089
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.8558
UserCPU time millis
819.471
UserCPU time millis testing
2.968
UserCPU time millis training
816.503