Run
8581007

Run 8581007

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 28-11-2017 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.trees1243
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.213130475440994
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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.4125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3323
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
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1095.2742
UserCPU time millis
6.43
UserCPU time millis testing
1.47
UserCPU time millis training
4.96