Vol 3, No 1 (2026)

DOI: http://dx.doi.org/10.22441/collabits.v3i1

Table of Contents

Articles

Comparison of Random Forest and Naive Bayes Algorithms in Classification of Song Popularity on the Spotify Platform
10.22441/collabits.v3i1.37578
Janu Ilham Saputro, Rian Fantomi, Saoloan Simbolon, Puput Nur Arizka, Berlina Ramadani
PDF
1-8
Implementation of DBSCAN Clustering and Random Forest Algorithm for Mapping and Predicting Shooting Incidents in New York
10.22441/collabits.v3i1.37587
Azka Niaji Rangkuti, Samoedra Cakra Arifin, Muhammad Ramadansyah Kurnia Putra, Nila Natalia
PDF
9-15
Analysis and Prediction of Customer Churn in the Telecommunications Industry Using Logistic Regression and Random Forest
10.22441/collabits.v3i1.37599
Celsi Alisa Nabila, Ryno Julian Santoso, Sabila Alya Nafisa, Yuni Roza
PDF
16-25
Laptop Price Prediction Based on Specifications: A Comparison of Random Forest and Linear Regression
10.22441/collabits.v3i1.37603
Bagas Pratama Putra, Ilham Miftahali Mahfuzh, Agus Fahrizal Kurniawan, Ramdani Budiman
PDF
26-37
Comparative Analysis of Public Sentiment Towards Sri Mulyani and Purbaya as Finance Ministers on the X Platform Using the Indobertweet Model
10.22441/collabits.v3i1.37962
Muhammad Aryaka Zamzami, Siti Maesaroh, Dendy Jonas Managas
PDF
38-55
Comparative Analysis of Linear Regression and Random Forest for Used Car Price Prediction
10.22441/collabits.v3i1.37646
Muhammad Faris Adjil Syamsudi, Bimo Arya Daffa, Wisnu Jarodi, Nungky Awang Chandra
PDF
56-62
Analysis of Spotify Song Popularity Based on Audio Features Using Random Forest
10.22441/collabits.v3i1.37647
Anggi Beauty Rahmaputri, Deswita Nindya Putri, Nia Putri Rahmadani, Oleh Soleh
PDF
63-71
A Data Science Approach to Cancer Patient Classification Using Support Vector Machine and Random Forest
10.22441/collabits.v3i1.37642
Devi Dwi Anggraini, Mutiara Rizky Salsabila, Keisya Rizkia Kamila, Yunita Sartika Sari
PDF
72-79
Data-Oriented Classification of Red Wine Quality Using Machine Learning
10.22441/collabits.v3i1.37621
Fajar Ammar, Christian Charllo, Raja Wirawidyadana, Nia Rahma
PDF
80-86
Comparative Analysis of Arima and Facebook Prophet Algorithms for E-Commerce Product Sales Forecasting
10.22441/collabits.v3i1.37651
Ersha Thoriq Ferdinansyah, Muhammad Roffi, Rafi Ramadhan, Elyandri Prasiwiningrum
PDF
87-95