CD Skripsi

Prediksi Stunting Pada Balita Menggunakan Metode Decision Tree (Studi Kasus : Puskesmas Aia Gadang Kabupaten Pasaman Barat)

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The nutritional status of toddlers is a description of the health and nutritional condition of a child at a certain time, which is based on the evaluation of various parameters such as height, weight, age, and other factors that influence a child's growth and development. The nutritional status of toddlers can be stated in categories such as good nutrition, malnutrition, or poor nutrition, which reflects the level of adequate nutrition the child receives. The problem of toddlers being indicated as having stunting or not is still a problem of developing more accurate and responsive methods. The aim of this research is to apply the Decision Tree method in predicting stunting at the Aia Gadang Health Center and can contribute to efforts to prevent stunting in toddlers in Indonesia. This research uses 1139 datasets which will be divided into training data and testing data. Testing the results of this research used 763 training data and 376 testing data with a ratio of 67%:33%. Based on testing using a confusion matrix, accuracy results were 86.43%, precision 87.04% and recall 98.4%.

Keywords: Confusion Matrix, Decision Tree, Prediction, Community Health Center, Stunting.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

1903112974

Penerbit

Pekanbaru : Universitas Riau FMIPA Sistem Informasi., 2024

Deskripsi Fisik

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Bahasa

Indonesia

ISBN/ISSN

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Klasifikasi

1903112974

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

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Subjek

SISTEM INFORMASI

Info Detail Spesifik

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Pernyataan Tanggungjawab

mardiah

Versi lain/terkait

Lampiran Berkas

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