Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.4

Submission
Last date
28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING
PaperId: :  23441
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23441
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
V SAIRAJBMS INSTITUTE OF TECHNOLOGY & MANAGEMENT
SAMUDRALA VENKATA SAI TANISHBMS INSTITUTE OF TECHNOLOGY & MANAGEMENT
VS VENKATESHBMS INSTITUTE OF TECHNOLOGY & MANAGEMENT
RISHITHA PANYAMBMS INSTITUTE OF TECHNOLOGY & MANAGEMENT

Abstract

Computer Science
Machine Learning algorithms, recommendations, predictions
Agriculture is the foundation of many countries' economies, particularly in India. The young generation who are new to farming may confront the challenge of not understanding what to sow and what to reap benefit from. This is a problem that has to be addressed, and it is one that we are addressing. Predicting the proper crop and production will aid in making better decisions, reducing losses and managing the risk of price fluctuations. The existing system is not deployed, unlike ours, which is done by applying classification and regression algorithms to calculate crop type recommendations and yield predictions. Agricultural industries must use machine learning algorithms to anticipate the crop from a given dataset. The supervised machine learning technique is used to analyse a dataset in order to capture information from multiple sources, such as variable identification, uni-variate analysis, bi-variate and multi-variate analysis, missing value treatments, and so on. A comparison of machine learning algorithms was conducted in order to identify which algorithm was more accurate in predicting the best harvest. The results show that the proposed machine learning algorithm technique has the best accuracy when comparing entropy calculation, precision, Recall, F1 Score, Sensitivity, Specificity, and Entropy.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. "CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 4677-4682
MLA V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. "CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 4677-4682.
APA V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, & RISHITHA PANYAM. (2024). CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 4677-4682.
Chicago V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. "CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 4677-4682.
Oxford V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. 'CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 4677-4682. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/CROP_YIELD_PREDICTION_AND_REMEDIES_RECOMMENDATION_USING_VARIOUS_FEATURE_SELECTION_TECHNIQUES_IN_MACHINE_LEARNING_ijariie23441.pdf (Accessed : ).
Harvard V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. (2024) 'CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 4677-4682IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/CROP_YIELD_PREDICTION_AND_REMEDIES_RECOMMENDATION_USING_VARIOUS_FEATURE_SELECTION_TECHNIQUES_IN_MACHINE_LEARNING_ijariie23441.pdf (Accessed : )
IEEE V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM, "CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 4677-4682, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/CROP_YIELD_PREDICTION_AND_REMEDIES_RECOMMENDATION_USING_VARIOUS_FEATURE_SELECTION_TECHNIQUES_IN_MACHINE_LEARNING_ijariie23441.pdf [Accessed : ].
Turabian V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. "CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver V SAIRAJ, SAMUDRALA VENKATA SAI TANISH, VS VENKATESH, and RISHITHA PANYAM. CROP YIELD PREDICTION AND REMEDIES RECOMMENDATION USING VARIOUS FEATURE SELECTION TECHNIQUES IN MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 4677-4682. Available from: https://ijariie.com/AdminUploadPdf/CROP_YIELD_PREDICTION_AND_REMEDIES_RECOMMENDATION_USING_VARIOUS_FEATURE_SELECTION_TECHNIQUES_IN_MACHINE_LEARNING_ijariie23441.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.