Run
8311749

Run 8311749

Task 3891 (Supervised Classification) gina_agnostic 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.trees1073
mlr.classif.ranger(13)_mtry31
mlr.classif.ranger(13)_min.node.size9
mlr.classif.ranger(13)_sample.fraction0.428345455299132
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
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2086.9931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2243
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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5541
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.6521
UserCPU time millis
389.678
UserCPU time millis testing
9.029
UserCPU time millis training
380.649