Run
5694728

Run 5694728

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot7 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1566
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.178640967281535
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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4673.3231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1565
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.8654
UserCPU time millis
194.1
UserCPU time millis testing
12.969
UserCPU time millis training
181.131