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ITS » Undergraduate Theses » S1 - Statistika Lintas Jalur
Posted by dee@its.ac.id at 23/03/2015 17:51:12  •  746 Views


PENDEKATAN METODE CLASSIFICATION AND REGRESSION TREE CART UNTUK DIAGNOSIS TINGKAT KEGANASAN KANKER TIROID

METHOD OF CLASSIFICATION AND REGRESSION TREE CART APPROACH TO DIAGNOSIS LEVEL OF THYROID CANCER MALIGNANCY

Author :
SRI HARTATI SELVIANI HANDAYANI ( 1311106007 )




ABSTRAK

Kanker Tiroid merupakan urutan kesembilan dari insiden kanker di Indonesia. Kanker Tiroid merupakan penyakit yang tidak menular yang menyerang pada bagian depan leher sedikit dibawah laring yang berbentuk kupu-kupu. Kelenjar tiroid sering kali membatasi kemampuan menyerap yodium dan membatasi kemampuan menghasilkan hormon tiroid tetapi kadang menghasilkan cukup banyak hormon tiroid yang mengakibatkan hipertiroidisme. Sehingga perlu dilakukan pemeriksaan agar diketahui kanker tersebut jinak atau ganas dan agar tidak terjadi kesalahan dalam penanganannya. Penelitian ini bertujuan untuk mengetahui faktor-faktor yang mempengaruhi timbulnya kanker tiroid. Metode Classification and Regression Tree merupakan analisis klasifikasi dimana pada variable respon dapat berskala katagorik dan kontinu. Data yang digunakan pada penelitian ini berupa data sekunder pasien yang diperoleh dari data rekam medis di rumah sakit X Surabaya pada tahun 2011 dan 2012 dengan variable respon bersekala katagorik. Kombinasi learning dan testing yang digunakan adalah kombinasikelompok 1 dengan data learning sebanyak 65 data dan testing sebanyak 17 data. Hasil pengklasifikasian pada metode CART dari diagnosis tingkat keganasan pada kanker tiroid dengan faktor yang paling berpengaruh yaitu hasil pemeriksaan klinis.


ABSTRACT

Thyroid Cancer Is the ninth order of cancer incidence in Indonesia. Thyroid Cancer is disease that is not contagious which attack in front of neck little bit below the larynx that is shaped of butterfly. The thyroid gland is often limit the ability to produce thyroid hormone but sometimes produce more enough thyroid which causing hyperthyroidism. So that is important to be done so that the cancer is known to be benign or malignant and in order to not occur error on handling. This research aims to know factors that influence emergence of thyroid cancer. Method of Classification and Regression Tree is an classification analysis where response variable can be in catagoric and continuous scale. The data used in this research is secondary data obtained from patients medical record in Hospital X Surabaya in 2011 and 2012 with response variable in catagoric scale. Learning and Testing combination used is combinationgroup 1 consist of 65 learning data and 17 testing data. Classification result on the Method of CART on diagnosed the malignancy level of thyroid cancer showed that most significant influence factor is result of clinical examination.



KeywordsCART; Kanker Tiroid
 
Subject:  Analisis regresi;Metode grafis
Contributor
  1. Santi Wulan Purnami, M. Si., Ph. D
Date Create: 01/01/2014
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-Undergraduate-13101150006366
Collection ID: 13101150006366
Call Number: RSSt 519.536 Sri p


Source
Undergraduate Thesis of Statistics, RSSt 519.536 Sri p, 2015

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Copyright @2015 by ITS Library. This publication is protected by copyright and per obtained from the ITS Library prior to any prohibited reproduction, storage in a re transmission in any form or by any means, electronic, mechanical, photocopying, reco For information regarding permission(s), write to ITS Library




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  1.  ITS-Undergraduate-36512-1311106007-abstract_id.pdf - 295 KB
  2.  ITS-Undergraduate-36512-1311106007-abstract_en.pdf - 457 KB
  3.  ITS-Undergraduate-36512-1311106007-conclusion.pdf - 561 KB




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