Run
8088996

Run 8088996

Task 9889 (Supervised Classification) wilt 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.trees707
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size990
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.794908364280127
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
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
620.0133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0681
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.2072
UserCPU time millis
9.398
UserCPU time millis testing
0.481
UserCPU time millis training
8.917