Run
8441309

Run 8441309

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1339
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.909317245706916
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3319.3999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0213
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.7407
UserCPU time millis
243.304
UserCPU time millis testing
7.29
UserCPU time millis training
236.014