Run
8229175

Run 8229175

Task 145972 (Supervised Classification) credit-g Uploaded 24-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees981
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size36
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.968051215168089
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
212.5844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9064
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.1401
UserCPU time millis
9.611
UserCPU time millis testing
0.557
UserCPU time millis training
9.054