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Sistem Pendukung Keputusan untuk menentukan layak dan tidaknya seseorang mendapatkan bantuan PKH dengan menggunakan machine learning yaitu C4.5 dan K-Means

Home Page: https://app-skripsiku.fly.dev/

PHP 18.96% CSS 30.87% JavaScript 18.37% HTML 0.03% Hack 0.79% SCSS 30.89% Dockerfile 0.09%
c45-decision-tree ci4 classification-trees codeigniter k-means-clustering mysql-database php-ai php-ml rubix-ml

app_skipsiku's Introduction

Image

Sistem Keputusan PKH merupakan web aplikasi untuk menentukan sebuah seseorang layak dan tidaknya menerima Dana PKH menggunakan Metode C45 dan K-Means, kedua metode itu merupakan metode Machine Learning. web aplikasi di bangun menggunakan PHP Codeigniter 4 dan Library rubixML (Library Machine Learning untuk PHP).

serta projek pribadi saya ini merupakan projek Skripsi .

Tech Stack

CodeIgniter 4 JQuery JS Rubix ML

Feature

  • hasil perfoma perbandingan perhitungan dari kedua metode yaitu C4.5 dan K-Means
  • upload data menggunakan CSV
  • hasil perhitungan dari metode C4.5 dengan bantuan rubixml
  • hasil perhitungan dari metode K- Means dengan bantuan rubixml

Memulai

untuk bisa di jalankan di local server anda perlu mensiapkan sebuah server local seperti XAMPP berikut setup di lingkungan server lokal:

  • buat database baru bernama php_spk dan import file database bernama php_spk.sql di phpMyAdmin
  • pastikan file yang telah di git clone atau download filenya, tempatkan di C:\xampp\htdocs\nama_directory_project
  • kemudian jalankan perintah
  composer install
  php spark server

Resource template

Licensing

app_skipsiku's People

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