Run
8658356

Run 8658356

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 17-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1383
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size2303
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.657299338793382
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10757.2386
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0859
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1091
Cross-validation details (10-fold Crossvalidation)
Number of instances
32769
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9376
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9643
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1374.6576
UserCPU time millis
171.462
UserCPU time millis testing
6.761
UserCPU time millis training
164.701