Run
8783767

Run 8783767

Task 145854 (Supervised Classification) nomao Uploaded 10-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1462
mlr.classif.ranger(16)_mtry49
mlr.classif.ranger(16)_min.node.size173
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.675365431793034
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27884.5422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0815
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
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1879
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.4115
UserCPU time millis
4777.516
UserCPU time millis testing
17.165
UserCPU time millis training
4760.351