Run
8857644

Run 8857644

Task 3891 (Supervised Classification) gina_agnostic Uploaded 30-01-2018 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.trees1822
mlr.classif.ranger(9)_mtry885
mlr.classif.ranger(9)_min.node.size39
mlr.classif.ranger(9)_sample.fraction0.517744349502027
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
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2299.6135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1717.4916
UserCPU time millis
3543.275
UserCPU time millis testing
2.511
UserCPU time millis training
3540.764