Run
1818390

Run 1818390

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 20-09-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart.preproc(16)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(16)_minsplit4
mlr.classif.rpart.preproc(16)_minbucket64
mlr.classif.rpart.preproc(16)_cp0.00185387736697011
mlr.classif.rpart.preproc(16)_xval0
mlr.classif.rpart.preproc(16)_openml.seed1
mlr.classif.rpart.preproc(16)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(16)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.4916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.7808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4513
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
0.5364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0086
Cross-validation details (10-fold Crossvalidation)