Handling Imbalanced Data Sets Using SMOTE and ADASYN to Improve Classification Performance of Ecoli Data Sets

AM Halim, M Dwifebri, F Nhita - Building of Informatics …, 2023 - ejurnal.seminar-id.com
In this digital era, machine learning is a technology that is in demand by organizations and
individuals. In the age of data and digital information, the ability to process data efficiently is …

Sentiment Analysis of Practo App Reviews using KNN and Word2Vec

M Farhan, MD Purbolaksono… - Building of Informatics …, 2023 - ejurnal.seminar-id.com
The development of technology and communication is used by the community to facilitate
daily activities, one of which is in the field of health services. Health services are good …

Sentiment analysis on movie review from rotten tomatoes using modified balanced random forest method and Word2Vec

MR Nugraha, MD Purbolaksono… - Building of Informatics …, 2023 - ejurnal.seminar-id.com
The film industry is one of the impacts of the rapid development of technology. This causes
the film industry to increase every year. In addition, technological developments also affect …

[PDF][PDF] Opinion Mining onMovie Reviews Based on Deep Learning Models.

MM Danyal, M Haseeb, SS Khan… - Journal of Artificial …, 2024 - cdn.techscience.cn
Movies reviews provide valuable insights that can help people decide which movies are
worth watching and avoid wasting their time on movies they will not enjoy. Movie reviews …

Enhancing Machine Learning Model Performance in Addressing Class Imbalance

LL Van FC, MK Anam, MB Firdaus, Y Yunefri… - CogITo Smart …, 2024 - cogito.unklab.ac.id
This research aims to investigate methods for handling class imbalance in machine learning
models, with a focus on the Support Vector Machine (SVM) algorithm. We apply …

Sentiment Analysis of Practo Application Reviews Using Naïve Bayes and TF-IDF Methods

RA Putranto, MD Purbolaksono… - JURNAL MEDIA …, 2023 - ejurnal.stmik-budidarma.ac.id
Abstract Entering the 4.0 era, it seems that the healthcare industry is the one most likely to
benefit from the combination of physical, digital and biological systems. Digital health …

Sentiment Analysis using Random Forest and Word2Vec for Indonesian Language Movie Reviews

FI Rafif, MD Purbolaksono… - JURNAL MEDIA …, 2023 - stmik-budidarma.ac.id
The film industry in recent years has become one of the industries that people are most
interested in. The convenience of watching movies through streaming services is one of the …

Evaluation of Different Stemming Techniques on Arabic Customer Reviews

HF Khelil, MF Ibrahim, HA Hussein… - Journal of …, 2024 - journal.mtu.edu.iq
Customer opinion and reviews play a vital role in marketing expansion. Big companies all
over the world assign a lot of their efforts to analyzing customers' feedback to keep track of …