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Algorithm Term Project : Predict Your Child's Height. Implementation of artificial neural network. It is based on 80 data sets consisting of father, mother, and children. When you enter the height of mother and father, then ,based on your parent's info, predict child's height by gender.

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Artificial-Neural-Network(ANN) Project: 인공신경망 프로젝트

Predict Your Child's Height(자녀가 성인이 되었을 때의 키 예측하기)

개요

부모의 신장과 자녀의 성별을 입력하면, 자녀가 성인이 되었을 때의 키를 예측해주는 인공신경망 모델 개발.

사용 언어

  • Java

개발 환경 및 라이브러리

  • Eclipse
  • Java GUI
  • JFree Chart

협업 툴

  • Github

프로젝트 기간

  • 5 weeks

담당역할

  • 인공신경망 알고리즘 개발
    • Input Layer, Hidden Layer 구조
    • 순전파, 역전파 알고리즘 구현
    • 활성함수(Sigmoid) 구현
  • JFreeChart를 이용한 시각화
  • Java GUI를 이용한 인터페이스 구현

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Algorithm Term Project : Predict Your Child's Height. Implementation of artificial neural network. It is based on 80 data sets consisting of father, mother, and children. When you enter the height of mother and father, then ,based on your parent's info, predict child's height by gender.

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