Improving Heart Disease Prediction Accuracy Using Principal Component Analysis (PCA) In Machine Learning Algorithms
Z Jayidan, AM Siregar, S Faisal… - … Teknik Informatika (Jutif …, 2024 - jutif.if.unsoed.ac.id
This study aims to improve the accuracy of heart disease prediction using Principal
Component Analysis (PCA) for feature extraction and various machine learning algorithms …
Component Analysis (PCA) for feature extraction and various machine learning algorithms …
Thorough Evaluation of the Effectiveness of SMOTE and ADASYN Oversampling Methods in Enhancing Supervised Learning Performance for Imbalanced Heart …
AFN Masruriyah, HY Novita… - … on Informatics and …, 2023 - ieeexplore.ieee.org
Heart disease is a major contributor to mortality in Indonesia, responsible for approximately
31% of all deaths in the country. This places a significant burden on the healthcare system …
31% of all deaths in the country. This places a significant burden on the healthcare system …
OPTIMIZATION OF MACHINE LEARNING MODEL ACCURACY FOR BRAIN TUMOR CLASSIFICATION WITH PRINCIPAL COMPONENT ANALYSIS
I Maulana, AM Siregar, R Rahmat… - … Teknik Informatika (Jutif), 2024 - jutif.if.unsoed.ac.id
The main issue in brain tumor classification is the accuracy and speed of diagnosis through
medical imaging. This study aims to improve the accuracy of machine learning models for …
medical imaging. This study aims to improve the accuracy of machine learning models for …
Perbandingan Kinerja Algoritma Decision Tree dan Random Forest untuk Klasifikasi Nutrisi pada Makanan Cepat Saji
Makanan cepat saji telah menjadi bagian penting dari gaya hidup modern yang sibuk,
makanan cepat saji lebih digemari karena membuat makan menjadi mudah dan nyaman …
makanan cepat saji lebih digemari karena membuat makan menjadi mudah dan nyaman …
Pengukuran Kinerja Model Klasifikasi dengan Data Oversampling pada Algoritma Supervised Learning untuk Penyakit Jantung
A Masruriyah, H Novita, C Sukmawati… - Computer Science …, 2024 - eprints.bsi.ac.id
Heart disease remains a leading cause of death in Indonesia and worldwide. In the realm of
data mining, class imbalance between heart disease and normal samples within datasets …
data mining, class imbalance between heart disease and normal samples within datasets …
[引用][C] KOMPARASI MODEL DECISION TREE DAN RANDOM FOREST UNTUK MEMPREDIKSI PENYAKIT JANTUNG
M Mia, A Masruriyah, A Pratama - … Student Journal for Information, Technology and …, 2024