Run
8441220

Run 8441220

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.trees341
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.200279258727096
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1851.0439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.053
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6399
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.3347
UserCPU time millis
20.595
UserCPU time millis testing
1.722
UserCPU time millis training
18.873