https://byaaron.tech/blog The open archive of my work en-us address@yoursite.com (Aaron) address@yoursite.com (Aaron) Fri, 13 Oct 2023 00:00:00 GMT https://byaaron.tech/blog/ml/titanic-gaussian-regression https://byaaron.tech/blog/ml/titanic-gaussian-regression Applying Gaussian process classification to the Titanic dataset to predict passenger survival from age and fare using scikit-learn and an RBF kernel. Walks through data exploration, preprocessing, and evaluation (~72% accuracy), with surface and heatmap visualizations of the predicted survival probabilities. Fri, 13 Oct 2023 00:00:00 GMT address@yoursite.com (Aaron) statisticsregression