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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
CRIME ANALYSIS AND PREDICTION SYSTEM FOR WOMEN USING MACHINE LEARNING
Authors
T.Naga Nandini, Dr.T.Siva Ratna Sai, M.Harsha Vardhan, B.Sivaji, R.Sai Kalyan
Keywords
k-means,Logistic Regression Algorithm, Support Vector Machine Algorithm , Random Forest Algorithm
Abstract
Crime against women is one of the dangerous aspects of our
society which is growing continuously in intensity and complexity. The
primary objective of this project is to distinguish various crimes using
clustering techniques based on the occurrences and regularity. This
project mainly focuses on machine learning in pattern recognition for
analysis of patterns through Indian states for crime against women. In
this project, the crime data is classified using the K-means clustering
algorithm. In this there would be a concept of clustering methodology
along with machine learning algorithms like cleaning the dataset,
clustering the performance of each algorithm is analysed and the best
algorithm is found out which is having maximum accuracy of crime
detection. The basic aim to provide with online application that could
generate a quick and analysed view of crime against women scenario in
India.
IJCRT's Publication Details
Unique Identification Number - IJCRT2301021
Paper ID - 229484
Page Number(s) - a177-a179
Pubished in - Volume 11 | Issue 1 | January 2023
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
T.Naga Nandini, Dr.T.Siva Ratna Sai, M.Harsha Vardhan, B.Sivaji, R.Sai Kalyan, "CRIME ANALYSIS AND PREDICTION SYSTEM FOR WOMEN USING MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 1, pp.a177-a179, January 2023, Available at :http://www.ijcrt.org/papers/IJCRT2301021.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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