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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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Published Paper Details:
CRIME TYPE AND OCCURRENCE PREDICTION USING MECHANIE LEARNING ALGORITHMS
Authors
Bairy Gnaneshwar Devi,Kuna sudha rani,Gottipati. Mounika,Karri . Vinay Kumar Reddy,Kaniti . Dinesh
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Keywords
Keywords-- Decision tree, Random Forest, Logistic Retrogression and Machine literacy ways.
Abstract
Abstract---- Ensemble literacy system is a cooperative decision- making medium that implements to total the prognostications of learned classifiers in order to produce new cases. Beforehand analysis has shown that the ensemble classifiers are more dependable than any single part classifier, both empirically and logically. While several ensemble styles are presented, it's still not an easy task to find an applicable configuration for a particular dataset. It becomes a grueling problem to identify the dynamic nature of crimes. Crime vaticination is an attempt to reduce crime rate and discourage felonious conditioning. This work proposes an effective authentic system called assemble- mounding grounded crime vaticination system( SBCPM) grounded on algorithms for relating the applicable prognostications of crime by enforcing literacy- grounded styles applied to achieve sphere-specific configurations compared with another machine literacy model. The result implies that a model of a pantomime doesn't generally work well. In certain cases, the ensemble model outperforms the others with the loftiest measure of correlation, which has the smallest average and absolute crimes. The proposed system achieved bracket delicacy on the testing data. The model is set up to produce further prophetic effect than the former inquiries taken as nascences, fastening solely on crime dataset grounded on violence. The results also proved that any empirical data on crime, is compatible with criminological propositions. The proposed approach also set up to be useful for prognosticating possible crime prognostications. And suggest that the vaticination delicacy of the ensemble model is advanced than that of the individual classifier
IJCRT's Publication Details
Unique Identification Number - IJCRT24A4675
Paper ID - 257782
Author type - Indian Author
Page Number(s) - o534-o537
Pubished in - Volume 12 | Issue 4 | April 2024
DOI (Digital Object Identifier) -
No Of Downloads - 14
Author Country - India, 532185, Srikakulam, Srikakulam, 532185, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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Bairy Gnaneshwar Devi,Kuna sudha rani,Gottipati. Mounika,Karri . Vinay Kumar Reddy,Kaniti . Dinesh, "CRIME TYPE AND OCCURRENCE PREDICTION USING MECHANIE LEARNING ALGORITHMS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 4, pp.o534-o537, April 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A4675.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
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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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