Run
8785121

Run 8785121

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 11-01-2018 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.trees431
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size53
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.838459110213444
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
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.0594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.402
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
0.7381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1330.0096
UserCPU time millis
0.843
UserCPU time millis testing
0.114
UserCPU time millis training
0.729