Cancer Prediction using CARET and kNN algorithm
Abstract & Details
Research Area
Computer Science Engineering
Keywords
CARET
kNN algorithm
Prediction
R language.
Abstract
Cancer has been characterised as a heterogeneous disease consisting of many different subtypes. The early diagnosis and prognosis of a cancer type have become a necessity in cancer research, as it can facilitate the subsequent clinical management of patients. Predicting the cancer disease using caret and kNN algorithm helps to classify cancer patients into higher or lower risk. CARET (short for Classification And REgression Training) is a set of functions that attempt to streamline the process for creating predictive models. kNN - K-Nearest Neighbour. It is a simple algorithm that stores all available cases and classifies new cases by a majority vote of its k neighbours. This algorithms segregates unlabelled data points into well defined groups.
License
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Commons
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Nishanth kumar S | SRM Institute of Science and Technology |
| 2 | Dheeraj | SRM Institute of Science and Technology |
| 3 | Akshay Kannan V | SRM Institute of Science and Technology |
| 4 | Hariprasath R | SRM Institute of Science and Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
S, Nishanth kumar, Dheeraj, V, Akshay Kannan, & R, Hariprasath (2018). Cancer Prediction using CARET and kNN algorithm. International Journal of Advance Research and Innovative Ideas In Education, 4(2), 4434-4437.
MLA Style
S, Nishanth kumar, et al. "Cancer Prediction using CARET and kNN algorithm." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, 2018, pp. 4434-4437.
IEEE Style
Nishanth kumar S, Dheeraj, Akshay Kannan V, and Hariprasath R, "Cancer Prediction using CARET and kNN algorithm," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, pp. 4434-4437, 2018.
Vancouver Style
S Nishanth kumar, Dheeraj, V Akshay Kannan, R Hariprasath. Cancer Prediction using CARET and kNN algorithm. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(2):4434-4437.
Harvard Style
S, Nishanth kumar, Dheeraj, V, Akshay Kannan, & R, Hariprasath (2018) 'Cancer Prediction using CARET and kNN algorithm', International Journal of Advance Research and Innovative Ideas In Education, 4(2), pp. 4434-4437.
Chicago Style
S, Nishanth kumar, et al. "Cancer Prediction using CARET and kNN algorithm." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 4434-4437.
Turabian Style
S, Nishanth kumar, et al. "Cancer Prediction using CARET and kNN algorithm." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 4434-4437.
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