yelp_review_full

参考文献:

Yelp_review_full

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:yelp_review_full/yelp_review_full')
  • 説明：
The Yelp reviews dataset consists of reviews from Yelp. It is extracted from the Yelp Dataset Challenge 2015 data.
The Yelp reviews full star dataset is constructed by Xiang Zhang (xiang.zhang@nyu.edu) from the above dataset.
It is first used as a text classification benchmark in the following paper: Xiang Zhang, Junbo Zhao, Yann LeCun.
Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015).
スプリット例
'test' 50000
'train' 650000
  • 特徴：
{
    "label": {
        "num_classes": 5,
        "names": [
            "1 star",
            "2 star",
            "3 stars",
            "4 stars",
            "5 stars"
        ],
        "id": null,
        "_type": "ClassLabel"
    },
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}