Run
8855868

Run 8855868

Task 145854 (Supervised Classification) nomao Uploaded 29-01-2018 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.trees1999
mlr.classif.ranger(9)_mtry93
mlr.classif.ranger(9)_min.node.size1407
mlr.classif.ranger(9)_sample.fraction0.929855370242149
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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25625.1059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4898
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1719.1007
UserCPU time millis
5231.418
UserCPU time millis testing
14.704
UserCPU time millis training
5216.714