OpenML
7936457

Run 7936457

Task 7592 (Supervised Classification) adult Uploaded 26-09-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0639068129389889
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11565.3512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8489
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.322
UserCPU time millis testing
1.559
UserCPU time millis training
23.763