Run
8789879

Run 8789879

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 14-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees984
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.911840170901269
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
625.1489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0677
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
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.6207
UserCPU time millis
216.367
UserCPU time millis testing
9.188
UserCPU time millis training
207.179