Journal Collabits

Articles

• Comparison of Random Forest and Naive Bayes Algorithms in Classification of Song Popularity on the Spotify Platform

  Janu Ilham Saputro, Rian Fantomi, Saoloan Simbolon, Puput Nur Arizka, Berlina Ramadani

  1-8

  • PDF   Article Views: 127 times | Article Downloads: 112 times

• Implementation of DBSCAN Clustering and Random Forest Algorithm for Mapping and Predicting Shooting Incidents in New York

  Azka Niaji Rangkuti, Samoedra Cakra Arifin, Muhammad Ramadansyah Kurnia Putra, Nila Natalia

  9-15

  • PDF   Article Views: 105 times | Article Downloads: 63 times

• Analysis and Prediction of Customer Churn in the Telecommunications Industry Using Logistic Regression and Random Forest

  Celsi Alisa Nabila, Ryno Julian Santoso, Sabila Alya Nafisa, Yuni Roza

  16-25

  • PDF   Article Views: 251 times | Article Downloads: 110 times

• Laptop Price Prediction Based on Specifications: A Comparison of Random Forest and Linear Regression

  Bagas Pratama Putra, Ilham Miftahali Mahfuzh, Agus Fahrizal Kurniawan, Ramdani Budiman

  26-37

  • PDF   Article Views: 178 times | Article Downloads: 80 times

• Comparative Analysis of Public Sentiment Towards Sri Mulyani and Purbaya as Finance Ministers on the X Platform Using the Indobertweet Model

  Muhammad Aryaka Zamzami, Siti Maesaroh, Dendy Jonas Managas

  38-55

  • PDF   Article Views: 149 times | Article Downloads: 51 times

• Comparative Analysis of Linear Regression and Random Forest for Used Car Price Prediction

  Muhammad Faris Adjil Syamsudi, Bimo Arya Daffa, Wisnu Jarodi, Nungky Awang Chandra

  56-62

  • PDF   Article Views: 202 times | Article Downloads: 77 times

• Analysis of Spotify Song Popularity Based on Audio Features Using Random Forest

  Anggi Beauty Rahmaputri, Deswita Nindya Putri, Nia Putri Rahmadani, Oleh Soleh

  63-71

  • PDF   Article Views: 177 times | Article Downloads: 77 times

• A Data Science Approach to Cancer Patient Classification Using Support Vector Machine and Random Forest

  Devi Dwi Anggraini, Mutiara Rizky Salsabila, Keisya Rizkia Kamila, Yunita Sartika Sari

  72-79

  • PDF   Article Views: 117 times | Article Downloads: 31 times

• Data-Oriented Classification of Red Wine Quality Using Machine Learning

  Fajar Ammar, Christian Charllo, Raja Wirawidyadana, Nia Rahma

  80-86

  • PDF   Article Views: 119 times | Article Downloads: 30 times

• Comparative Analysis of Arima and Facebook Prophet Algorithms for E-Commerce Product Sales Forecasting

  Ersha Thoriq Ferdinansyah, Muhammad Roffi, Rafi Ramadhan, Elyandri Prasiwiningrum

  87-95

  • PDF   Article Views: 124 times | Article Downloads: 54 times