Run
8759929

Run 8759929

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 31-12-2017 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.trees1436
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size670
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.777524586487562
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
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4259.9269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1720.5144
UserCPU time millis
159.581
UserCPU time millis testing
8.072
UserCPU time millis training
151.509