Run
8324230

Run 8324230

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 30-10-2017 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.trees1190
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size121
mlr.classif.ranger(13)_sample.fraction0.261310468963347
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
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.8915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4688
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9398
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.412
UserCPU time millis
3.8
UserCPU time millis testing
0.546
UserCPU time millis training
3.254