IEEE

Optimized Breast Cancer Classification Using PCA-LASSO Feature Selection and Ensemble Learning Strategies With Optuna Optimization

Abstract: Breast cancer is one of the most prevalent and life-threatening diseases among women worldwide, making early and accurate detection crucial for effective treatment. This study presents a ...
The Christian Post

St. Andrew's Chapel, founded by RC Sproul, votes overwhelmingly to leave PCA

St. Andrew's Chapel, which was founded by the late theologian R.C. Sproul in 1997, overwhelmingly voted earlier this week to leave the Presbyterian Church in America (PCA) after just two years in the ...
Putnam Daily Voice

Stratford School Principal Resigns Suddenly, Social Media Wiped Clean

Principal Daniel Hicks of Second Hill Lane Elementary School in Stratford issued a statement Monday, Dec. 8, informing staff he was stepping down “effective immediately.” He did not provide a reason ...
IEEE

Denoising Diffusion-Based Image Generation Model Using Principal Component Analysis

Abstract: In recent years, advancements in GPU technology and increased data collection have significantly enhanced the performance of artificial intelligence and image generation models. However, in ...
marktechpost

Kernel Principal Component Analysis (PCA): Explained with an Example

Dimensionality reduction techniques like PCA work wonderfully when datasets are linearly separable—but they break down the moment nonlinear patterns appear. That’s exactly what happens with datasets ...