Run
8535021

Run 8535021

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 by OpenML_Bot R
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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees38
mlr.classif.ranger(15)_mtry29
mlr.classif.ranger(15)_min.node.size662
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.359242970403284
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25280.204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9349
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2213
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4898
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1348.5634
UserCPU time millis
38.11
UserCPU time millis testing
0.7
UserCPU time millis training
37.41