Run
7935469

Run 7935469

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)_minsplit8
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.049355399535307
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
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1448.9019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1181
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6645
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.172
UserCPU time millis testing
0.755
UserCPU time millis training
19.417