Run
8725001

Run 8725001

Task 9889 (Supervised Classification) wilt Uploaded 29-12-2017 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.trees1053
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size420
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.883831199072301
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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1028.2023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0587
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1804.5502
UserCPU time millis
17.75
UserCPU time millis testing
1.033
UserCPU time millis training
16.717