Run
8059236

Run 8059236

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.trees1224
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size40
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.657469020993449
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
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-236.7551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0684
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
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.977
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1841.0391
UserCPU time millis
158.922
UserCPU time millis testing
8.679
UserCPU time millis training
150.243