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Call for Papers:Vol.11 Issue.3

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Title: :  Sentiment Analysis Using Supervised Machine Learning
PaperId: :  13051
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 6 2020
DUI:    16.0415/IJARIIE-13051
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prasheel N ThakareShri Ramdeobaba College of Engineering and Management , Nagpur
Anant MahajanShri Ramdeobaba College of Engineering and Management , Nagpur
Anshuman RayShri Ramdeobaba College of Engineering and Management , Nagpur
Ashish VermaShri Ramdeobaba College of Engineering and Management , Nagpur
Shreya KohadShri Ramdeobaba College of Engineering and Management , Nagpur

Abstract

Computer Science Engineering
Natural Language Processing , Text Normalization , Supervised Machine Learning , Logistic Regression , Naive Bayes.
This paper acquaints a methodology with assumption investigation which utilizes different content standardization methods in Natural Language Processing (NLP) for converting a text into vector and briefly explains the the importance of standardization methods and how they are used in python with the help of its Natural Language Toolkit (NLTK) library. Finally this paper analyzes different algorithms in Supervised Machine Learning with comparison of two Machine Learning models, i.e., Logistic Regression and Naive Bayes for linear classification with the help of a data set.

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IJARIIE Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. "Sentiment Analysis Using Supervised Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 6 2020 Page 103-109
MLA Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. "Sentiment Analysis Using Supervised Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 6.6(2020) : 103-109.
APA Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, & Shreya Kohad. (2020). Sentiment Analysis Using Supervised Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 6(6), 103-109.
Chicago Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. "Sentiment Analysis Using Supervised Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 6 (2020) : 103-109.
Oxford Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. 'Sentiment Analysis Using Supervised Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, 2020, p. 103-109. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_Using_Supervised_Machine_Learning_ijariie13051.pdf (Accessed : 29 February 2024).
Harvard Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. (2020) 'Sentiment Analysis Using Supervised Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 6(6), pp. 103-109IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_Using_Supervised_Machine_Learning_ijariie13051.pdf (Accessed : 29 February 2024)
IEEE Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad, "Sentiment Analysis Using Supervised Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, pp. 103-109, Nov-Dec 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_Using_Supervised_Machine_Learning_ijariie13051.pdf [Accessed : 29 February 2024].
Turabian Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. "Sentiment Analysis Using Supervised Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 6 (29 February 2024).
Vancouver Prasheel N Thakare, Anant Mahajan, Anshuman Ray, Ashish Verma, and Shreya Kohad. Sentiment Analysis Using Supervised Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 29 February 2024]; 6(6) : 103-109. Available from: https://ijariie.com/AdminUploadPdf/Sentiment_Analysis_Using_Supervised_Machine_Learning_ijariie13051.pdf
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