Improvement performance of the random forest method on unbalanced diabetes data classification using Smote-Tomek Link

H Hairani, A Anggrawan, D Priyanto - JOIV: international journal on …, 2023 - joiv.org
Most of the health data contained unbalanced data that affected the performance of the
classification method. Unbalanced data causes the classification method to classify the …

Predictive Models Using Supervised Neural Network for Pollutant Removal Efficiency in Petrochemical Wastewater Treatment

VG Mohan, AFM Ali, MA Ameedeen… - … on Information and …, 2022 - ieeexplore.ieee.org
The important process in wastewater treatment is the removal of pollutants, and the dataset
having so many features may cause difficulty training the data and predicting key variables …

Sentiment analysis of review sestyc using support vector machine, naive bayes, and logistic regression algorithm

B Satya, MH SJ, M Rahardi… - 2022 5th international …, 2022 - ieeexplore.ieee.org
The growth of internet users in Indonesia experiences a very high increase every year, with
the increase in internet users in Indonesia also resulting in many people using social media …

Selection of prospective workers using profile matching algorithm on crowdsourcing platform

A Cucus, LB Aji, AFBM Ali… - 2022 5th International …, 2022 - ieeexplore.ieee.org
The use of a crowdsourcing platform is an option to get workers who will help complete the
work. Crowdsourcing is the process of gathering work, information, or opinions from a large …

Sentiment Analysis of Neobank Digital Banking using Support Vector Machine Algorithm in Indonesia

K Kusnawi, M Rahardi - JOIV: International Journal on Informatics …, 2023 - joiv.org
Currently, in the industrial era 4.0, information and communication technology is very
developed, whereas, in this era, there is an increase in complex activities, one of which is in …

Sentiment Analysis of Bandung Tourist Destination Using Support Vector Machine and Naïve Bayes Algorithm

YBP Pamukti, M Rahardi - 2022 6th International Conference …, 2022 - ieeexplore.ieee.org
Bandung is the capital of West Java, also known as a famous tourist destination in
Indonesia. Many places have been visited by many tourists. After their visit, they usually …

[PDF][PDF] Inovasi Sistem Pembayaran E-Parkir Cashless Dengan Teknologi Hybrid Payment System Berbasis QRIS

MF Fauzi, T Nurcholis, J Kuswanto… - Jurnal Infomedia …, 2022 - pdfs.semanticscholar.org
Retribusi parkir adalah salah satu jalur pendapatan daerah atas usaha pemerintah daerah
dalam menyediakan fasilitas parkir yang ditujukan untuk memenuhi kepentingan …

Improving the Performance of Naïve Bayes Algorithm by Reducing the Attributes of Dataset Using Gain Ratio and Adaboost

F Ramadhani, IP Sari - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Naive Bayes is one of the most well-known data mining algorithms for classification. Naive
Bayes is a simple and effective learning theory that does not need various parameters …

[PDF][PDF] Correlation-based feature selection and Smote-Tomek Link to improve the performance of machine learning methods on cancer disease prediction.

LGR Putra, K Marzuki, H Hairani - Engineering & Applied Science …, 2023 - researchgate.net
Indonesia is an archipelago with the fourth largest population in the world, with a population
of 283 million. In Indonesia, breast cancer ranks first in cancer and is the highest contributor …

The Prediction of COVID-19 Pandemic Situation in Indonesia Using SVR and SIR Algorithm

A Yaqin, M Rahardi, FF Abdulloh… - 2022 6th …, 2022 - ieeexplore.ieee.org
The COVID-19 epidemic, which initially surfaced at the end of 2019, has since expanded to
every corner of the globe and has profoundly impacted all facets of human existence. This …