Run
8656125

Run 8656125

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 15-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1557
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.455110541172326
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
180.0443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.338
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
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.75
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1412.9944
UserCPU time millis
3.53
UserCPU time millis testing
0.55
UserCPU time millis training
2.98