Run
8352446

Run 8352446

Task 3896 (Supervised Classification) ada_agnostic Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1628
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_min.node.size891
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.336489437613636
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
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
604.8084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.0718
UserCPU time millis
55.196
UserCPU time millis testing
4.327
UserCPU time millis training
50.869