Laptop Prediction & Comparison using Machine Learning

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ISSN: 2349-6002 ESTD Year: 2014

UGC approved journal no 47859

Laptop Prediction & Comparison using Machine Learning
Author(s):
Parmeshwar Manegopale, Komal Nerpagar, Sanal Sawant, Madhuri Shinde, Kunal Chandarkar
Keywords:
Machine Learning Random Forest
Abstract
The laptop price predictor project is a project that aims to predict the price of laptops. The project will be divided into 3 parts, each having its own specific tasks. The first part is to create a model that predicts the price of laptops based on various factors such as the size of screen and CPU speed. The second part is to test this model on real data collected from different websites. Finally the third part is to present our results and discuss how we built this model in order to make it more accurate. Laptop price predictor is a tool which predicts the price of laptops. it consists of a series of algorithms that predict the price of laptops on the basis of their features and specifications. The results obtained by this project are in close agreement with those obtained using other prediction methods such as neural network and support vector machine (SVM).
Article Details
Unique Paper ID: 158273 Publication Volume & Issue: Volume 9, Issue 9 Page(s): 174 - 179
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