Run
8578848

Run 8578848

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1884
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size35
mlr.classif.ranger(15)_sample.fraction0.754006826761179
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.3891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4041
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
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9128
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1072.5998
UserCPU time millis
5.28
UserCPU time millis testing
0.81
UserCPU time millis training
4.47