GRADIENT BOOST TREE AND CATBOOST METHODS IN BANK CUSTOMER CHURN MODELING
With the advancement of innovation and technology, more banks are being established. The increasing number of new banks has led to intensified competition among banks to attract as many customers as possible. Banks that fail to implement effective marketing strategies to attract customers may fac...
Saved in:
Main Author: | Anna, Catherina |
---|---|
Format: | Final Project |
Language: | Indonesia |
Online Access: | https://digilib.itb.ac.id/gdl/view/81956 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Institut Teknologi Bandung |
Language: | Indonesia |
Similar Items
-
PERBANDINGAN KINERJA CATBOOST DAN GRADIENT BOOSTING TREE UNTUK PREDIKSI TERJADINYA PEMBELIAN BERDASARKAN DATA CUSTOMER JOURNEY
by: Napitupulu, Renita -
MODEL TREE ENSEMBLE LEARNING FOR CHURN PREDICTION USING THEGRADIENT BOOST TREE AND EXTREME GRADIENT BOOST TREE METHODS
by: Ayu Lestari, Fitri -
INCREASING CUSTOMER RETENTION USING CUSTOMER CHURN AND CUSTOMER LIFETIME VALUE USING EXTREME GRADIENT BOOSTING AND BG/NBD MODEL
by: Ambar Sutandar, Vanessa -
PREDICTING BANK CUSTOMER CHURN USING LOGISTIC REGRESSION AND DECISION TREES
by: Fachrizal Amni, Azka -
COMPARATIVE ANALYSIS OF BANK CUSTOMER CHURN PREDICTION USING LOGISTIC REGRESSION AND DECISION TREE
by: Gracia, Fiorenza