Run
8260713

Run 8260713

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 26-10-2017 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.trees1766
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.308750908100046
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.7056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2855
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.2273
UserCPU time millis
6.37
UserCPU time millis testing
1.087
UserCPU time millis training
5.283