Run
8638822

Run 8638822

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 11-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees310
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size21
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.834133252734318
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
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
411.3872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0683
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
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9414
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9414
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9606
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1461.329
UserCPU time millis
53.441
UserCPU time millis testing
2.836
UserCPU time millis training
50.605