Improving Multi-Class Classification on 5-Celebrity-Faces Dataset using Ensemble Classification Methods

N Rismayanti, AP Utami - Indonesian Journal of Data and …, 2023 - jurnal.yoctobrain.org
This study aims to compare the performance between Random Forest Classifier and
Gaussian Naïve Bayes Classifier in classification. Several evaluation metrics such as …

Comparison Analysis of Classification Model Performance in Lung Cancer Prediction Using Decision Tree, Naive Bayes, and Support Vector Machine

D Widyawati, A Faradibah… - Indonesian Journal of …, 2023 - jurnal.yoctobrain.org
This research aims to analyze the performance of three classification models, namely
Decision Tree Classifier, Support Vector Machine, and Naive Bayes Classifier, in predicting …

Klasifikasi Penyakit Katarak Berdasarkan Citra Menggunakan Metode Convolutional Neural Network (Cnn) Berbasis Web

DH Firdaus, B Imran, LD Bakti… - … Kecerdasan Buatan dan …, 2022 - ojs.ninetyjournal.com
Mata adalah alat indera pada manusia yang berfungsi sebagai organ penglihatan.
Gangguan penglihatan yang sangat memprihatinkan adalah masalah kebutaan. Mengacu …

[PDF][PDF] An improvised random forest model for breast cancer classification

TE Mathew - NeuroQuantology, 2022 - academia.edu
Breast Cancer is considered as the most common cancer in females with high incidence
rate. The evolution of modern facilities has helped in reducing the mortality rate, yet the …

[PDF][PDF] Classification of stroke patients using data mining with adaboost, decision tree and random forest models

B Imran, E Wahyudi, A Subki, S Salman… - ILKOM Jurnal …, 2022 - researchgate.net
A stroke is a fatal disease that usually occurs to the people over the age of 65. The treatment
progress of the medical field is growing rapidly, especially with the technological advance …

[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 …

Implementasi Algoritma Klasifikasi Naïvebayes Untuk Menentukan Kesulitan Soal Quiz Menggunakan Renpy

F Rosy, S Wardhana - Jurnal Teknik Komputer AMIK BSI, 2023 - ejournal.bsi.ac.id
Banyak game edukasi berjenis trivia dikembangkan dengan tujuan menguji kemampuan
berfikir pemain. Namun, seringkali pemain menghadapi kesulitan dalam menjawab …

Data Mining Analysis with Orange in the Development of Tuberculosis Among Diabetes Mellitus Patients

MR Bintang, A Bachtiar, C Candi - Kesmas, 2024 - scholarhub.ui.ac.id
Prevention and treatment of diabetes will have a positive influence on tuberculosis (TB)
since people may get TB because they have diabetes mellitus (DM). Recording and …

Appositeness of Hoeffding tree models for breast cancer classification

TE Mathew - Journal of Current Science and Technology, 2022 - ph04.tci-thaijo.org
Supervised machine learning models have been shown to be effective in disease-related
classification and prediction tasks by employing several classifiers. A prominent category …

[PDF][PDF] Automated Resume Parsing and Job Domain Prediction using Machine Learning

AK Sinha, MAK Akhtar… - Indian Journal …, 2023 - sciresol.s3.us-east-2.amazonaws …
Objectives: This study aims to develop an efficient approach for parsing resumes and
predicting job domains using natural language processing (NLP) techniques and named …