relation: https://digilib.uin-suka.ac.id/id/eprint/46062/
title: STUDI KOMPARASI  KINERJA FUZZY TSUKAMOTO  DENGAN RULE PAKAR DAN DECISION TREE SIMPLE CART  BAGI PENERIMA BANTUAN SISWA MISKIN  (STUDI KASUS : SDN 37 BENGKULU SELATAN)
creator: RIOLANDI AKBAR, NIM. 18206050009
subject: Tehnik Informatika
description: Elementary School 37 South Bengkulu State provides a program of assistance for  recipients of poor scholarships to students who are less well off financially, with social  protection card criteria, average report cards, dependents, parental income,  achievements, and home ownership. Constraints that exist, there is a mismatch of the  output results in the provision of student assistance because decision methods have not  been used for each criterion and the assessment is still a prediction or estimate to  prospective beneficiaries. In dealing with these problems, researchers made an idea in  the form of determining the recipients of poor student assistance using the Tsukamoto  fuzzy method with rules formed from experts and SimpleCart decision trees, expert rules  and SimpleCart decision trees were used, namely: 1) to find out the results of the  comparison of the two rules in the form of a decision tree right in handling this case, 2)  The strengths of the SimpleCart decision tree compared to other decision trees, namely  the results are easier to interpret, more accurate and faster calculations, besides the  SimpleCart decision tree can be applied to a large number of data sets, very many  variables and with mixed variable scales through binary sorting procedures. After  calculating based on 75 test data obtained an accuracy of 72% accuracy using expert  rules and 76% using the rule decision tree SimpleCart, and the results of the decisions of  all students can be known value, which is in the form of can or cannot. So that a  conclusion is found that the SimpleCart decision tree rule is more appropriate to use  because the rule results are better able to select and search for weight values that  produce better output as recipients of poor student assistance.
date: 2020-06-30
type: Thesis
type: NonPeerReviewed
format: text
language: id
identifier: https://digilib.uin-suka.ac.id/id/eprint/46062/1/18206050009_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf
format: text
language: id
identifier: https://digilib.uin-suka.ac.id/id/eprint/46062/2/18206050009_BAB-II_sampai_SEBELUM-BAB-TERAKHIR.pdf
identifier:   RIOLANDI AKBAR, NIM. 18206050009  (2020) STUDI KOMPARASI KINERJA FUZZY TSUKAMOTO DENGAN RULE PAKAR DAN DECISION TREE SIMPLE CART BAGI PENERIMA BANTUAN SISWA MISKIN (STUDI KASUS : SDN 37 BENGKULU SELATAN).  Masters thesis, UIN SUNAN KALIJAGA YOGYAKARTA.