OpenML
8506308

Run 8506308

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees184
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size12
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.30193688957952
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
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
504.2521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2817
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.5544
UserCPU time millis
0.34
UserCPU time millis testing
0.06
UserCPU time millis training
0.28