A hybrid of multiple linear regression clustering model with support vector machine for colorectal cancer tumor size prediction

• 主要な著者: Shafi, Muhammad Ammar, Rusiman, Mohd Saifullah, Ismail, Shuhaida, Kamardan, Muhamad Ghazali
• フォーマット: 論文
• 言語: English
• 出版事項: SAI Organization 2019
• 主題: QA273-280 Probabilities. Mathematical statistics
• オンライン･アクセス: http://eprints.uthm.edu.my/2296/1/AJ%202019%20%289%29.pdf; http://eprints.uthm.edu.my/2296/; http://dx.doi.org/10.14569/IJACSA.2019.0100439

This study proposed the new hybrid model of Multiple Linear Regression Clustering (MLRC) combined with Support Vector Machine (SVM) to predict tumor size of colorectal cancer (CRC). Three models: Multiple Linear Regression (MLR), MLRC and hybrid MLRC with SVM model were compared to get the best mode...