Run
8674549

Run 8674549

Task 9889 (Supervised Classification) wilt Uploaded 24-12-2017 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.trees529
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size19
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.311212485725991
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
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2273.9017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0414
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5596
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.1196
UserCPU time millis
7.513
UserCPU time millis testing
0.483
UserCPU time millis training
7.03