Wow, your explanation of the differences between univariate and multivariate models was clear and accessible, even for someone who isn't an expert in this field. It's fascinating that even though multivariate models have access to more information, they still can't always outperform univariate models. Your explanation of the potential reasons why is very compelling, and it raises some intriguing questions. The first question you raised was about whether we can find ways to make multivariate models more effective without overfitting. The second question was about whether we should reconsider the value of univariate models, and whether there are cases where they're actually preferable.
Wow, your explanation of the differences between univariate and multivariate models was clear and accessible, even for someone who isn't an expert in this field. It's fascinating that even though multivariate models have access to more information, they still can't always outperform univariate models. Your explanation of the potential reasons why is very compelling, and it raises some intriguing questions. The first question you raised was about whether we can find ways to make multivariate models more effective without overfitting. The second question was about whether we should reconsider the value of univariate models, and whether there are cases where they're actually preferable.
Thank you for your kind words