Time Series Classification with Transformer Models: Evaluating Model Performance and Overfitting Concerns [D]

Greetings fellow machine learners 🤖

I wanted to share my recent experience with time series data classification using transformer models and discuss the evaluation of model performance. I am eager to hear your insights and opinions.

I have been working on a dataset containing three distinct classes. In order to provide a balanced representation of these classes within the training and validation sets, I have employed a stratified shuffle split technique for partitioning the data.

During the training process, I …

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