Run
8602709

Run 8602709

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 01-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1311
mlr.classif.ranger(15)_mtry8
mlr.classif.ranger(15)_min.node.size270
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.508652512961999
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
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2833.5139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.073
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
0.9199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1438.1021
UserCPU time millis
201.05
UserCPU time millis testing
8.95
UserCPU time millis training
192.1