Run
8772292

Run 8772292

Task 146803 (Supervised Classification) credit-g 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.trees1778
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.136770758358762
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
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.1315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3513
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
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.797
UserCPU time millis
5.988
UserCPU time millis testing
0.804
UserCPU time millis training
5.184