Run
8758274

Run 8758274

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.trees1205
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size9
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.144052171078511
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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1178.0669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0701
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2139.7428
UserCPU time millis
88.437
UserCPU time millis testing
6.008
UserCPU time millis training
82.429