Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization

Fathia A.H Lazrag; Şenol PARUĞ; Abdulhamid JABRR; Ebtisam M.H. FAKROUN

Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization

May 2024

Vol-10, Issue-3

Paper ID: 24170

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Analysis

Keywords

Lung Cancer Prediction Machine Learning Models Distributed System Weka Visualization

Abstract

Lung cancer is one of the most common and deadly types of cancer worldwide. Modern lifestyle, carcinogens, smoking, and air pollution are the biggest causes of lung cancer. Early detection and accurate diagnosis are essential for effective treatment and improved survival rates. Machine learning models have shown great potential in predicting lung cancer, which can help in early detection and personalized treatment planning. This technology uses algorithms to analyze large amounts of data, including medical images, patient history, and genetic information to identify patterns and predict outcomes. In this paper, we will explore the use of machine learning models for lung cancer prediction, based on distributed systems and the Python language. In this protection, an implement on Predicting lung cancer using machine learning techniques based on distributed system application, using Python language

License

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Author Information

#	Name	Institute / Affiliation
1	Fathia A.H Lazrag	KASTAMONU UNIVERSITY INSTITUTE OF SCIENCE AND SCIENCE AQUACULTURE
2	Şenol PARUĞ	Kastamonu University, Science Faculty, Biology Department, Kastamonu/Türkiye
3	Abdulhamid JABRR	KASTAMONU UNIVERSITY INSTITUTE OF SCIENCE AND SCIENCE AQUACULTURE
4	Ebtisam M.H. FAKROUN	Misurata University, Department of Engineering and Information Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Lazrag, Fathia A.H, PARUĞ, Şenol, JABRR, Abdulhamid, & FAKROUN, Ebtisam M.H. (2024). Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 4448-4462.

MLA Style

Lazrag, Fathia A.H, et al. "Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 4448-4462.

IEEE Style

Fathia A.H Lazrag, Şenol PARUĞ, Abdulhamid JABRR, and Ebtisam M.H. FAKROUN, "Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 4448-4462, 2024.

Vancouver Style

Lazrag Fathia A.H, PARUĞ Şenol, JABRR Abdulhamid, FAKROUN Ebtisam M.H.. Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):4448-4462.

Harvard Style

Lazrag, Fathia A.H, PARUĞ, Şenol, JABRR, Abdulhamid, & FAKROUN, Ebtisam M.H. (2024) 'Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 4448-4462.

Chicago Style

Lazrag, Fathia A.H, et al. "Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 4448-4462.

Turabian Style

Lazrag, Fathia A.H, et al. "Lung Cancer Prediction by Using Machine Learning Models with Distributed System and Weka Visualization." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 4448-4462.