Run
8636321

Run 8636321

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1633
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.694174381438643
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
326.9446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2383
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
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1459.7724
UserCPU time millis
5.366
UserCPU time millis testing
0.841
UserCPU time millis training
4.525