OpenML
7935483

Run 7935483

Task 3485 (Supervised Classification) scene 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)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000808045621276227
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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1401.9358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6744
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.451
UserCPU time millis testing
0.595
UserCPU time millis training
19.856