Run
8544677

Run 8544677

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 19-11-2017 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.trees1090
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size28
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.838764234958217
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
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.6943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3416
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
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8065
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.8164
UserCPU time millis
2.622
UserCPU time millis testing
0.317
UserCPU time millis training
2.305