Run
8261638

Run 8261638

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1582
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size409
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.903788176504895
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.5355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3137
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
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3841
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7688
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.8607
UserCPU time millis
1.224
UserCPU time millis testing
0.354
UserCPU time millis training
0.87