Run
8082628

Run 8082628

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.trees1770
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.431599032040685
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
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
273.0169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2754
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
0.9302
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6603
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1994.6921
UserCPU time millis
5.32
UserCPU time millis testing
0.816
UserCPU time millis training
4.504