Run
8692323

Run 8692323

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1306
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.972408707207069
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
0.9852
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
291.1748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2758
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
0.5524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2882
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5768
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.6798
UserCPU time millis
1.88
UserCPU time millis testing
0.278
UserCPU time millis training
1.602