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Fair Baseline Model Comparison in Machine Learning Research

The author is writing a research paper and faces a dilemma in comparing their model with baseline models from other papers. The baseline models use a different number of epochs (100-200) than the author's model (50 epochs). The author seeks advice on whether to use the same number of epochs for all models or to follow the original paper configurations.

Computing & Technology, Computer Science, Machine Learning