Run
8771903

Run 8771903

Task 145854 (Supervised Classification) nomao Uploaded 03-01-2018 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.trees534
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.435633411351591
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
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29618.615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0615
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
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.5855
UserCPU time millis
603.579
UserCPU time millis testing
8.249
UserCPU time millis training
595.33