Run
8713138

Run 8713138

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 28-12-2017 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.trees1745
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size2517
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.995344795752317
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
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8440.6347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0816
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
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1775.0075
UserCPU time millis
201.128
UserCPU time millis testing
9.305
UserCPU time millis training
191.823