OpenML
8286795

Run 8286795

Task 3891 (Supervised Classification) gina_agnostic Uploaded 28-10-2017 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.trees1362
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size642
mlr.classif.ranger(13)_sample.fraction0.570122598391026
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
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
840.282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4025
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
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4136
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8273
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1337.5676
UserCPU time millis
71.89
UserCPU time millis testing
5.712
UserCPU time millis training
66.178