Run
8667820

Run 8667820

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 23-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1589
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size281
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.428041885187849
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
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5598.209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0792
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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.2753
UserCPU time millis
136.588
UserCPU time millis testing
10.657
UserCPU time millis training
125.931