Run
7932454

Run 7932454

Task 31 (Supervised Classification) credit-g 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)_minsplit16
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0133615753807176
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
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.4392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3424
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.949
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.095
UserCPU time millis testing
0.22
UserCPU time millis training
0.875