Run
8581158

Run 8581158

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 28-11-2017 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.trees1129
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.165652418322861
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
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.5033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3995
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
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7055
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7055
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9031
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.5544
UserCPU time millis
1.78
UserCPU time millis testing
0.27
UserCPU time millis training
1.51