Attend the Women in ML Symposium on December 7 Register now

dengue_filipino

参考:

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:dengue_filipino')
  • 说明
Benchmark dataset for low-resource multiclass classification, with 4,015 training, 500 testing, and 500 validation examples, each labeled as part of five classes. Each sample can be a part of multiple classes. Collected as tweets.
  • 许可:无已知许可
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 4015
'train' 4015
'validation' 500
  • 特征
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "absent": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "dengue": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "health": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "mosquito": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "sick": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}