license:mit size_categories:n<1K format:csv modality:tabular library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# DishTypePrediction

tags: Cuisine, Menu, Prediction

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'DishTypePrediction' dataset is designed for a machine learning task that aims to predict the type of cuisine a dish belongs to based on its description. The dataset consists of various dish names followed by their corresponding detailed descriptions and the cuisine they are associated with. The label in this dataset indicates the predicted cuisine category for each dish. This dataset could be used to train a model for classification purposes, helping users to understand the origin of a dish when only the name or a brief description is available.

**CSV Content Preview:**

```
Dish Name,Description,Label
"Spaghetti Carbonara","Classic Italian pasta dish with eggs, cheese, pancetta, and pepper.","Italian"
"Kimchi Jjigae","A traditional Korean stew made with kimchi, tofu, and seafood.","Korean"
"Moussaka","A Greek casserole dish made with layers of eggplant, ground meat, and béchamel sauce.","Greek"
"Chicken Tikka Masala","A popular Indian dish featuring marinated chicken in a creamy spiced tomato sauce.","Indian"
"Ratatouille","A French vegetable stew made with tomatoes, zucchini, eggplant, bell peppers, and onions.","French"
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'menu':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=menu&dataset=DishTypePrediction&tags=Cuisine,+Menu,+Prediction
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
