Run
8764818

Run 8764818

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 31-12-2017 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.trees1837
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.729212954966351
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
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.6839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4002
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
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1807.4867
UserCPU time millis
3.266
UserCPU time millis testing
0.487
UserCPU time millis training
2.779