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Title: :  CHURN MODELLING
PaperId: :  13696
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 1 2021
DUI:    16.0415/IJARIIE-13696
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Yash ThakreYCCE College, Nagpur

Abstract

Computer Engineering
Artificial Neural Network(ANN), EDA(Exploratory Data Analysis) ,Seaborn, Matplotlib, Plotly, Kerastuner ,Data Preprocessing, Data Modelling etc
A churn model is a mathematical representation of how churn impacts our business. Churn calculations are built on existing data (the number of customers who left your service during a given time period). A predictive churn model extrapolates on the data to show future potential churn rates. Customer churn is an imperative issue that is frequently connected with the existing cycle of the business. In recent year, churn prediction is becoming a very important issue in Banking and telecom industry. Data set contains details of a bank's customers and the target variable is a binary variable reflecting the fact whether the customer left the bank (closed his account) or he continues to be a customer. This model is used to predict the fact whether the customer left the bank. The dataset is taken from Kaggle Churn modelling. It contains details of a bank's customers and the target variable is a binary variable reflecting the fact whether the customer left the bank (closed his account) or he continues to be a customer. In order to deal with this problem, the industry must recognize these customers before they churn. Therefore, developing a unique classifier that will predict future churns is vital.

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IJARIIE Yash Thakre. "CHURN MODELLING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 1 2021 Page 1486-1497
MLA Yash Thakre. "CHURN MODELLING." International Journal Of Advance Research And Innovative Ideas In Education 7.1(2021) : 1486-1497.
APA Yash Thakre. (2021). CHURN MODELLING. International Journal Of Advance Research And Innovative Ideas In Education, 7(1), 1486-1497.
Chicago Yash Thakre. "CHURN MODELLING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 1 (2021) : 1486-1497.
Oxford Yash Thakre. 'CHURN MODELLING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 1, 2021, p. 1486-1497. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/CHURN_MODELLING_ijariie13696.pdf (Accessed : ).
Harvard Yash Thakre. (2021) 'CHURN MODELLING', International Journal Of Advance Research And Innovative Ideas In Education, 7(1), pp. 1486-1497IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/CHURN_MODELLING_ijariie13696.pdf (Accessed : )
IEEE Yash Thakre, "CHURN MODELLING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 1, pp. 1486-1497, Jan-Feb 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/CHURN_MODELLING_ijariie13696.pdf [Accessed : ].
Turabian Yash Thakre. "CHURN MODELLING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 1 ().
Vancouver Yash Thakre. CHURN MODELLING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(1) : 1486-1497. Available from: https://ijariie.com/AdminUploadPdf/CHURN_MODELLING_ijariie13696.pdf
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