CD Skripsi

Komparasi metode analisis diskriminan dan regresi logistik dalam klasifikasi kasus hipertensi di kecamayan Bunut

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hypertension, commonly referred to as high blood pressure, is a chronic condition characterized by elevated pressure within the arterial walls. An individual is considered to have hypertension when their resting blood pressure exceeds 140/90 mmHg, confirmed by two separate measurements taken five minutes apart. This study aims to identify the most effective method for classifying hypertension cases in Bunut District by comparing Discriminant Analysis and Logistic Regression approaches. The findings indicate that classification using Discriminant Analysis produced accuracy, sensitivity, specificity, APER, and RMSE values of 98.53%, 98.61%, 98.25%, 0.0146, and 0.0981, respectively. Meanwhile, Logistic Regression achieved accuracy, sensitivity, specificity, APER, and RMSE values of 99.27%, 99.77%, 97.46%, 0.0073, and 0.0212, respectively. These results suggest that Logistic Regression demonstrates better classification performance compared to Discriminant Analysis.

Keywords: Discriminant analysis, hypertension, classification, logistic regression.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

2003111630

Penerbit

Pekanbaru : Universitas Riau FMIPA Statistika., 2025

Deskripsi Fisik

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Bahasa

Indonesia

ISBN/ISSN

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Klasifikasi

2003111630

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

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Subjek

STATISTIKA

Info Detail Spesifik

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Pernyataan Tanggungjawab

Mutia

Versi lain/terkait

Lampiran Berkas

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