Run
8036970

Run 8036970

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 17-10-2017 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.trees340
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size21
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.466824147757143
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
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.8117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3857
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
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8866
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.1766
UserCPU time millis
0.887
UserCPU time millis testing
0.226
UserCPU time millis training
0.661