Welcome to IJSDR

IJSDR

INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15

Submit Paper Online

Call For Paper

Issue: April 2024

Volume 9 | Issue 4

Impact factor: 8.15

Click Here For more Info

Imp Links for Author

Imp Links for Reviewer

Research Area

Subscribe IJSDR

Visitor Counter

Indexing Partner

Published Paper Details

Paper Title:	Financial Advisory Assistant Platform
Authors Name:	Meera Ambre , Sayali Naik , Rahul Nair , Unmesh Sawant , Aarti Bakshi
Unique Id:	IJSDR2005029
Published In:	Volume 5 Issue 5, May-2020
Abstract:	In today’s world the banking sector is facing a tremendous increase and issue regarding the non-performing loans/assets from the their customers which results in jeopardizing effect on the growth of the institute in banking world. In world, where technology is advancing daily, is have been easy for companies to store the huge data of the customers which represent their behavior. With the help of the data collected from a leading credit provided to unbanked population, we have done loan default prediction. In this paper we will see how the loan default prediction is done using four different machine learning algorithms named Naive Bayes’ Theorem, Deep Learning using four and five layers, Logistic regression and Gradient boosting. The algorithm model evaluation is done using confusion matrix, Receiving Operating Characteristic charts, Cumulative charts, etc. The evaluation also has important metrics as accuracy, sensitivity, precision, etc. After comparing the performances of the algorithm, we save the model to the disk using Pythons pickle model and make use of it for predicting the new data. This paper provides basis to find the risky customers from the bunch of applicants.
Keywords:	Loan default, Credit, Algorithms, Evaluation
Cite Article:	"Financial Advisory Assistant Platform", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.5, Issue 5, page no.171 - 176, May-2020, Available :http://www.ijsdr.org/papers/IJSDR2005029.pdf
Downloads:	000337072
Publication Details:	Published Paper ID: IJSDR2005029 Registration ID:191683 Published In: Volume 5 Issue 5, May-2020 DOI (Digital Object Identifier): Page No: 171 - 176 Publisher: IJSDR \| www.ijsdr.org ISSN Number: 2455-2631

Click Here to Download This Article

Article Preview
Click here for Article Preview

Major Indexing from www.ijsdr.org

Google Scholar	ResearcherID Thomson Reuters	Mendeley : reference manager	Academia.edu
arXiv.org : cornell university library	Research Gate	CiteSeerX	DOAJ : Directory of Open Access Journals
DRJI	Index Copernicus International	Scribd	DocStoc

Track Paper

Track Submitted Paper

Important Links

Call For Paper

Join As Reviewer

Conference Proposal

CLICK HERE
For Conference Prposal

ISSN

DOI (A digital object identifier)

Providing A digital object identifier by DOI
How to GET DOI and Hard Copy Related

Open Access License Policy

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License Creative Commons License

Social Media

IJSDR

Indexing Partner

For Authors Sample Paper Format Submit Paper Online Call For Paper Copyright Form Undetaking Form Publication Charges FAQ Contact US	Publications Current Issue Past Issue	Proposals Join As a Reviewer Editiorial Board Join in RMS Program Conference Proposal	Policies Privacy Policy Payment Terms and Condition Copyright Infringement Claims Payment Refund Policy
Copyright © 2024 - All Rights Reserved - IJSDR