Run
8768221

Run 8768221

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 01-01-2018 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.trees1518
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size13
mlr.classif.ranger(16)_sample.fraction0.87771340678446
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
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7470.4553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0833
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
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7635
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8434
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.6259
UserCPU time millis
876.575
UserCPU time millis testing
21.553
UserCPU time millis training
855.022