Run
8645055

Run 8645055

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 12-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees969
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size169
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.390335502545349
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2286.0399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0723
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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9737
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1338.8129
UserCPU time millis
124.05
UserCPU time millis testing
6.5
UserCPU time millis training
117.55