Run
8111815

Run 8111815

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 18-10-2017 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.trees1483
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size44
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.88560469977092
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
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.4739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4017
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
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.91
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.2139
UserCPU time millis
2.697
UserCPU time millis testing
0.426
UserCPU time millis training
2.271