Run
8112001

Run 8112001

Task 146065 (Supervised Classification) monks-problems-2 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.trees1531
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size34
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.981728687416762
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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.7702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3811
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
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1878.2574
UserCPU time millis
3.087
UserCPU time millis testing
0.471
UserCPU time millis training
2.616