UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 10 | Issue 2 | February 2023

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

Volume 6 Issue 10
October-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIR1912139


Registration ID:
302133

Page Number

1018-1029

Share This Article


Jetir RMS

Title

CREDIT RISK PREDICTION ANALYSIS PREPROCESSING USING CREDIT RISK ASSESSMENT MODEL ALGORITHM

Abstract

Today’s real-world databases are highly susceptible to noisy, missing, and inconsistent data due to their typically huge size (often several gigabytes or more) and their likely origin from multiple, heterogeneous sources. Low-quality data will lead to low-quality mining results. There are a number of data preprocessing techniques. Data cleaning can be applied to remove noise and correct inconsistencies in the data. Data integration merges data from multiple sources into a coherent data store, such as a data warehouse. Data reduction can reduce the data size by aggregating, eliminating redundant features, or clustering, for instance. Data transformations, such as normalization, may be applied, where data are scaled to fall within a smaller range like 0.0 to 1.0. This can improve the accuracy and efficiency of mining algorithms involving distance measurements. These techniques are not mutually exclusive; they may work together. For example, data cleaning can involve transformations to correct wrong data, such as by transforming all entries for a date field to a common format.

Key Words

CREDIT RISK PREDICTION ANALYSIS PREPROCESSING USING CREDIT RISK ASSESSMENT MODEL ALGORITHM

Cite This Article

"CREDIT RISK PREDICTION ANALYSIS PREPROCESSING USING CREDIT RISK ASSESSMENT MODEL ALGORITHM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 10, page no.1018-1029, October-2019, Available :http://www.jetir.org/papers/JETIR1912139.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"CREDIT RISK PREDICTION ANALYSIS PREPROCESSING USING CREDIT RISK ASSESSMENT MODEL ALGORITHM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 10, page no. pp1018-1029, October-2019, Available at : http://www.jetir.org/papers/JETIR1912139.pdf

Publication Details

Published Paper ID: JETIR1912139
Registration ID: 302133
Published In: Volume 6 | Issue 10 | Year October-2019
DOI (Digital Object Identifier):
Page No: 1018-1029
Country: -, --, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

0002975

Print This Page

Current Call For Paper

Jetir RMS