PENERAPAN ALGORITMA K-MEDOID UNTUK PENGELOMPOKAN TINGKAT RISIKO IBU HAMIL
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Institusion
Universitas Maritim Raja Ali Haji
Author
ULFA, SITI NURLIANA
Ritha, Nola
Nurfalinda, Nurfalinda
Ritha, Nola
Nurfalinda, Nurfalinda
Subject
610 - 619 Medical and Medicine Science (Ilmu Kedokteran dan Ilmu Pengobatan)
Datestamp
2023-08-07 03:46:14
Abstract :
In this study, the clustering method was applied using the k-medoids algorithm to process data and classify information about the health status of pregnant women. The data used are data on pregnant women from the Amelia maternity clinic, Tanjungpinang city. With input data namely age, weight, pregnancy status and complaints in pregnant women. From existing data using 3 centroids, this study obtained 9 data on Centroid 1 with normal output, 22 data on Centroid 2 with no risk output and 19 data on Centroid 3 with risky output. With an average shortest distance of 2,50733. where the results of the validation value using the silhouette coefficient index to get a result of -0,2092 which is weakly structures.
In this study, the clustering method was applied using the k-medoids algorithm to process data and classify information about the health status of pregnant women. The data used are data on pregnant women from the Amelia maternity clinic, Tanjungpinang city. With input data namely age, weight, pregnancy status and complaints in pregnant women. From existing data using 3 centroids, this study obtained 9 data on Centroid 1 with normal output, 22 data on Centroid 2 with no risk output and 19 data on Centroid 3 with risky output. With an average shortest distance of 2,50733. where the results of the validation value using the silhouette coefficient index to get a result of -0,2092 which is weakly structures.
File :
SITI_NURLIANA_ULFA_160155201008_Teknik_Informatika-COVER.pdf
SITI_NURLIANA_ULFA_160155201008_Teknik_Informatika-ABSTRAK.pdf
SITI_NURLIANA_ULFA_160155201008_Teknik_Informatika-BAB 1.pdf
SITI_NURLIANA_ULFA_160155201008_Teknik_Informatika-DAFTAR_PUSTAKA.pdf
SITI_NURLIANA_ULFA_160155201008_Teknik_Informatika-FULL TEKS.pdf
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