Run
8547954

Run 8547954

Task 145854 (Supervised Classification) nomao Uploaded 20-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1012
mlr.classif.ranger(9)_mtry50
mlr.classif.ranger(9)_min.node.size4780
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.3952963124495
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17423.9522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2073
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
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6758
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2011.123
UserCPU time millis
283.005
UserCPU time millis testing
4.903
UserCPU time millis training
278.102