Run
6195721

Run 6195721

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot18 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minbucket56
mlr.classif.rpart(29)_cp0.00898535689339042
mlr.classif.rpart(29)_maxdepth9
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6437.7231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1578
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2815
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.2391
UserCPU time millis
3.806
UserCPU time millis testing
0.451
UserCPU time millis training
3.355