Run
8779304

Run 8779304

Task 9889 (Supervised Classification) wilt Uploaded 07-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1200
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size228
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.200108413957059
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
902.0093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0638
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7168
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.4738
UserCPU time millis
13.416
UserCPU time millis testing
0.985
UserCPU time millis training
12.431