Run
8059972

Run 8059972

Task 145972 (Supervised Classification) credit-g Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1809
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size42
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.911184787168168
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
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.9155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8882
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1867.725
UserCPU time millis
14.997
UserCPU time millis testing
0.893
UserCPU time millis training
14.104