Run
8112015

Run 8112015

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.trees1729
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size40
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.898103579203598
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
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.7922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3758
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
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1873.4078
UserCPU time millis
3.498
UserCPU time millis testing
0.504
UserCPU time millis training
2.994