FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS

C  Vennila; S Jayasudha; R.Rajalakshmi; T.Manimozhi

FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS

August 2017

Vol-3, Issue-4

Paper ID: 6381

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

mathematics

Keywords

Fuzzy Logic WEKA Classifiers Absolute Error and Mean Absolute Error.

Abstract

We address the problem of having rigid values for attributes in the critical data set like heart disease data set. Here we propose the process of fuzzifying the crisp values by changing the appropriate intervals into linguistic variables. In this paper, we demonstrate the effect of such a process the mining tool WEKA. We obtain the error rate and accuracy by building the familiar learning model.

License

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Author Information

#	Name	Institute / Affiliation
1	C Vennila	prince shrivenkateshwara padmavathy engineering college
2	S Jayasudha	prince shrivenkateshwara padmavathy engineering college
3	R.Rajalakshmi	prince shrivenkateshwara padmavathy engineering college
4	T.Manimozhi	prince shrivenkateshwara padmavathy engineering college

How to Cite

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

APA Style

Vennila, C , Jayasudha, S, R.Rajalakshmi, & T.Manimozhi (2017). FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS. International Journal of Advance Research and Innovative Ideas In Education, 3(4), 2953-2957.

MLA Style

Vennila, C , et al. "FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 4, 2017, pp. 2953-2957.

IEEE Style

C Vennila, S Jayasudha, R.Rajalakshmi, and T.Manimozhi, "FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 4, pp. 2953-2957, 2017.

Vancouver Style

Vennila C , Jayasudha S, R.Rajalakshmi, T.Manimozhi. FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS. International Journal of Advance Research and Innovative Ideas In Education. 2017;3(4):2953-2957.

Harvard Style

Vennila, C , Jayasudha, S, R.Rajalakshmi, & T.Manimozhi (2017) 'FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS', International Journal of Advance Research and Innovative Ideas In Education, 3(4), pp. 2953-2957.

Chicago Style

Vennila, C , et al. "FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS." International Journal of Advance Research and Innovative Ideas In Education 3, no. 4 (2017): 2953-2957.

Turabian Style

Vennila, C , et al. "FUZZY DATA MINING FOR HEART DISEASE DIAGNOSIS." International Journal of Advance Research and Innovative Ideas In Education 3, no. 4 (2017): 2953-2957.