OpenML
8314809

Run 8314809

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees688
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.766545442282222
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
807.6821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7229
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.9192
UserCPU time millis
169.09
UserCPU time millis testing
4.926
UserCPU time millis training
164.164