Run
8131975

Run 8131975

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1070
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size61
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.702023137523793
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
0.8097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-445.7258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.069
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9721
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.526
UserCPU time millis
140.313
UserCPU time millis testing
7.787
UserCPU time millis training
132.526