Run
1873848

Run 1873848

Task 3891 (Supervised Classification) gina_agnostic Uploaded 29-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(7)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(7)_num.trees525
mlr.classif.ranger(7)_mtry107
mlr.classif.ranger(7)_replaceFALSE
mlr.classif.ranger(7)_sample.fraction0.157716622878797
mlr.classif.ranger(7)_respect.unordered.factorsTRUE
mlr.classif.ranger(7)_num.threads1
mlr.classif.ranger(7)_verboseFALSE
mlr.classif.ranger(7)_openml.seed1
mlr.classif.ranger(7)_openml.kindMersenne-Twister
mlr.classif.ranger(7)_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.

17 Evaluation measures

Area under ROC curve
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8051
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2015.9116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2332
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
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5827
Cross-validation details (10-fold Crossvalidation)