Run
8623009

Run 8623009

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 07-12-2017 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.trees1660
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.300527531653643
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
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-162.923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0689
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
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
872.7447
UserCPU time millis
722.422
UserCPU time millis testing
31.442
UserCPU time millis training
690.98