Run
8376253

Run 8376253

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees1443
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.204743142682128
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
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28620.8916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.075
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
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.3484
UserCPU time millis
1864.634
UserCPU time millis testing
86.297
UserCPU time millis training
1778.337