Run
8753771

Run 8753771

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 30-12-2017 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.trees863
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.186770478147082
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
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.6656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3711
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
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8504
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2166.6669
UserCPU time millis
1.731
UserCPU time millis testing
0.195
UserCPU time millis training
1.536