Run
8750036

Run 8750036

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 30-12-2017 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.trees1977
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size45
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.86418540335726
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
0.8079
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.3514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8969
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1783.7311
UserCPU time millis
3.651
UserCPU time millis testing
0.418
UserCPU time millis training
3.233