Run
8571545

Run 8571545

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 27-11-2017 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.trees715
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.297414738615043
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
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.0551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.4089
UserCPU time millis
1.968
UserCPU time millis testing
0.264
UserCPU time millis training
1.704