Run
8230720

Run 8230720

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 24-10-2017 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.trees1002
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.559447211842053
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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.5941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3129
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
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1880.5985
UserCPU time millis
3.626
UserCPU time millis testing
0.58
UserCPU time millis training
3.046