Run
8579479

Run 8579479

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.trees1465
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size18
mlr.classif.ranger(15)_sample.fraction0.364237556653097
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
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.5877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3974
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
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9026
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1501.5287
UserCPU time millis
2.43
UserCPU time millis testing
0.35
UserCPU time millis training
2.08