Run
8600687

Run 8600687

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 30-11-2017 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.trees1695
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size10
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.780147568136454
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.7431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3284
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
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7651
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1766.6133
UserCPU time millis
5.827
UserCPU time millis testing
0.737
UserCPU time millis training
5.09