Data Processing Strategies and Decision-Making in Addressing Data Imbalance

[chengturbo]

Greetings, esteemed author,

I have observed your utilization of data processing techniques during the phase of data handling for addressing data imbalance. Notably, you opted for oversampling to counterbalance the skewed data distribution. Additionally, in pursuit of alignment, you opted to truncate the initial ten sentences. The rationale behind these actions intrigues me. Is this approach indeed judicious, and what prompts the choice of ten sentences? I find myself perplexed and eager to receive your insightful response.