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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
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
SURVIVAL PREDICTION FOR TITANIC DATA USING MACHINE LEARING ALGORITHMS
Authors
P. Ravindra
Keywords
Machine learning, Logistic Regression, Decision Trees, Feature Engineering, Titanic Dataset
Abstract
RMS Titanic sinking is one of the most infamous shipwrecks in history. During its maiden voyage, the Titanic sank after colliding with an iceberg, killed many passengers including crew. This sensational tragedy shocked the international community and led to better safety regulations for ships. One of the reasons that the shipwreck led to such loss of life was that there were not enough lifeboats for the passengers and crew. Although there was some element of luck involved in surviving the sinking, some groups of people were more likely to survive than others, such as women, children, and the upper-class. In this paper we are going to make the predictive analysis of what sorts of people were likely to survive and using some tools in machine learning to predict which passengers survived the tragedy.
IJCRT's Publication Details
Unique Identification Number - IJCRTNTSE024
Paper ID - 181740
Page Number(s) - 111-113
Pubished in - Volume 6 | Issue 1 | February 2018
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
P. Ravindra, "SURVIVAL PREDICTION FOR TITANIC DATA USING MACHINE LEARING ALGORITHMS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 1, pp.111-113, February 2018, Available at :http://www.ijcrt.org/papers/IJCRTNTSE024.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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