class Constants: col_name: str = "method_type" automl: str = "AutoML" tree: str = "Tree-based" foundational: str = "Foundational" finetuned: str = "Neural-network" baseline: str = "Baseline" other: str = "Other" model_type_emoji = { Constants.tree: "🌴", Constants.foundational: "🧠", Constants.finetuned: "🌐", Constants.automl: "🤖", Constants.baseline: "📏", Constants.other: "❓", }