Run
8229178

Run 8229178

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.trees1496
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.929816971486434
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
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3943
Cross-validation details (10-fold Crossvalidation)
KB relative information score
214.6137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3258
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
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.7524
UserCPU time millis
22.647
UserCPU time millis testing
1.515
UserCPU time millis training
21.132