OpenML
7932573

Run 7932573

Task 43 (Supervised Classification) spambase 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)_minbucket16
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00137879672557592
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8051
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3262.4731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1513
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5773
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.66
UserCPU time millis testing
0.144
UserCPU time millis training
3.516