Run
8774195

Run 8774195

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 04-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees34
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size99
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.947688752273098
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.4983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4273
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
0.5979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.976
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1374.3283
UserCPU time millis
0.232
UserCPU time millis testing
0.037
UserCPU time millis training
0.195