Run
8529830

Run 8529830

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 15-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees21
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size77
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.846913145948201
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
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.4636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2974
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.7112
UserCPU time millis
0.298
UserCPU time millis testing
0.027
UserCPU time millis training
0.271