Run
8265885

Run 8265885

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1384
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.219493632228114
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
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.6749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3312
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
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7349
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.7162
UserCPU time millis
7.202
UserCPU time millis testing
1.38
UserCPU time millis training
5.822