Run
8754635

Run 8754635

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.trees952
mlr.classif.ranger(9)_mtry116
mlr.classif.ranger(9)_min.node.size18
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.935446127108298
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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12644.7932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0116
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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2852
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.4143
UserCPU time millis
862.89
UserCPU time millis testing
3.261
UserCPU time millis training
859.629