Laptop price prediction

Laptop price prediction

Registration ID: IJNRD_188606

Published ID: IJNRD2303124

DOI: Click Here to Get

Adusumilli Lekha Sri , Ambati Sahiti , Andra BhagyaSri Teja , Arzoo Ahamed

Machine learning, laptop price, regression, Random forest.

This paper presents a laptop price prediction system by using the supervised machine learning technique. The research uses multiple linear regression as the machine learning prediction method which offered 81% prediction precision. Using multiple linear regression, there are multiple independent variables but one and only one dependent variable whose actual and predicted values are compared to find precision of results. This paper proposes a system where price is dependent variable which is predicted, and this price is derived from factors like Laptop’s model, RAM, ROM (HDD/SSD), GPU, CPU, IPS Display, and Touch Screen. Keywords— Multiple Linear regression, Laptop Price, Regression model, Machine Learning, Random forest , Random forest, SVM.

Published Paper   E-Certificate

"Laptop price prediction", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 3, page no.b191-b201, March-2023, Available :https://ijnrd.org/papers/IJNRD2303124.pdf

Volume 8 Issue 3, March-2023

Pages : b191-b201

Paper Reg. ID: IJNRD_188606

Published Paper Id: IJNRD2303124

Downloads: 000121287

Research Area: Computer Science & Technology 

Country: kakinada, Andhra pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2303124.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2303124

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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