A Data Analysis-- Bank Marketing Campaign
Term Deposits Evaluation
Abstract
When I first looked at the database, I found it different and enjoyable. It is not only a real-life situation I can analyze but also a good chance for myself to combine information I have learned in school with new information I learned through machine learning and form a path to the result. There are phrases I did not understand or have not even heard of but conquering them through and finishing four major machine models is beyond another level of achievement for me. I made lots of illustrations including graphs and tables to better represent how machine learning functions and how results are achieved.
References
[2] Kagan, J. (2020, December 1). Loan. Investopedia. Retrieved from https://www.investopedia.com/terms/l/loan.asp.
[3] What is Logistic Regression? (2020, March 10). Statistics Solutions. Retrieved from https://www.statisticssolutions.com/what-is-logistic-regression/.
[4] Statista. (2021, April 14). Projected annual inflation rate in the United States 2010–2026. Retrieved from https://www.statista.com/statistics/244983/projected-inflation-rate-in-the-united-states/.
[5] Gandhi, R. (2018, May 28). Introduction to Machine Learning Algorithms: Logistic Regression. Hacker Noon. Retrieved from https://hackernoon.com/introduction-to-machine-learning-algorithms-logistic-regression-cbdd82d81a36.
[6] Giraud, A. (2020, March 31). Quick intro to Random Forest - Towards Data Science. Medium. Retrieved from https://towardsdatascience.com/quick-intro-to-random-forest-3cb5006868d8.
[7] Narkhede, S. (2021, January 14). Understanding AUC - ROC Curve - Towards Data Science. Medium. Retrieved from https://towardsdatascience.com/understanding-auc-roc-curve-68b2303cc9c5.
Copyright (c) 2021 Review of Applied Socio-Economic Research
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Copyright ©2019 Pro Global Science Association
All rights reserved. No part of this publication may be reproduced, stored, transmitted or disseminated, in any form, or by any means, without prior written permission from Pro Global Science Association, to whom all requests to produce copyright material should be directed, in writing.