Run
8259128

Run 8259128

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 26-10-2017 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.trees226
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size1240
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.384949819208123
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10440.5822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0849
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
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9513
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1766.0651
UserCPU time millis
21.689
UserCPU time millis testing
0.838
UserCPU time millis training
20.851