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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Mobile Price Prediction using WEKA |
| Authors Name: | Pritish Arora , Sudhanshu Srivastava , Bindu Garg |
| Unique Id: | IJSDR2004057 |
| Published In: | Volume 5 Issue 4, April-2020 |
| Abstract: | The key purpose of this research work is to determine "If the mobile with given features would be under a certain price range." Specific feature selection algorithms are used to recognize and delete features that are less necessary and redundant, and have minimal complexity in computation.Different classifiers are used to achieve the best possible accuracy. Results are measured in terms of achieving the maximum accuracy and choosing the minimum features. Statement is made based on the algorithm for best selection of features and best classifier for the given dataset.This work can be used to find the optimal product (with minimum cost and maximum features) in any form of marketing and industry. It is suggested that future work will extend this research and find a more sophisticated solution to the given problem and a more accurate tool for estimating prices. |
| Keywords: | Machine Learning, Prediction, Decision Tree, Naïve Bayes |
| Cite Article: | "Mobile Price Prediction using WEKA", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.5, Issue 4, page no.330 - 333, April-2020, Available :http://www.ijsdr.org/papers/IJSDR2004057.pdf |
| Downloads: | 000251438 |
| Publication Details: | Published Paper ID: IJSDR2004057 Registration ID:191654 Published In: Volume 5 Issue 4, April-2020 DOI (Digital Object Identifier): Page No: 330 - 333 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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