Skip to content

DujeMedak/bank-marketing

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

19 Commits
data
data
 
 
documents
documents
 
 
figures
figures
 
 
models
models
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
DecisionTree-grid_search.ipynb
DecisionTree-grid_search.ipynb
 
 
DecisionTree.ipynb
DecisionTree.ipynb
 
 
Models_evaluation.ipynb
Models_evaluation.ipynb
 
 
README.md
README.md
 
 
RandomForest-grid_search.ipynb
RandomForest-grid_search.ipynb
 
 
RandomForest.ipynb
RandomForest.ipynb
 
 
XGBoost.ipynb
XGBoost.ipynb
 
 
config.json
config.json
 
 
dataset_encoding.ipynb
dataset_encoding.ipynb
 
 
dataset_visualization.ipynb
dataset_visualization.ipynb
 
 
feature_selection_lgb.ipynb
feature_selection_lgb.ipynb
 
 
requirements.txt
requirements.txt
 
 

Repository files navigation

Targeted bank-marketing

The repository contains code for reproducing results described in the pdf inside the documents directory.

The goal was to train a ML model for targeted marketing. Publicly available data from [1] was used:

[1] S. Moro, P. Cortez and P. Rita. A Data-Driven Approach to Predict the Success of Bank Telemarketing. Decision Support Systems, Elsevier, 62:22-31, June 2014

Results achieved by the tested models: alt text

About

No description, website, or topics provided.

Resources

Readme
Activity

Stars

0 stars

Watchers

2 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages