Run
8611520

Run 8611520

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 03-12-2017 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.trees607
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size30
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.522390234121122
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
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.5632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.413
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
0.7776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9304
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2151.4761
UserCPU time millis
1.105
UserCPU time millis testing
0.131
UserCPU time millis training
0.974