Run
8277610

Run 8277610

Task 3891 (Supervised Classification) gina_agnostic Uploaded 27-10-2017 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.trees377
mlr.classif.ranger(13)_mtry35
mlr.classif.ranger(13)_min.node.size1605
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.867836217139848
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
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
836.7343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4028
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
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8318
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.4763
UserCPU time millis
45.582
UserCPU time millis testing
3.247
UserCPU time millis training
42.335