msr_genomics_kbcomp

مراجع:

• کد
• صورت در آغوش گرفته

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:msr_genomics_kbcomp')

• توضیحات :

The database is derived from the NCI PID Pathway Interaction Database, and the textual mentions are extracted from cooccurring pairs of genes in PubMed abstracts, processed and annotated by Literome (Poon et al. 2014). This dataset was used in the paper “Compositional Learning of Embeddings for Relation Paths in Knowledge Bases and Text” (Toutanova, Lin, Yih, Poon, and Quirk, 2016).

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.1.0
• تقسیم ها :

تقسیم کنید	نمونه ها
'test'	2784
'train'	12160
'validation'	1315

• ویژگی ها :

{
    "GENE1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "relation": {
        "num_classes": 3,
        "names": [
            "Positive_regulation",
            "Negative_regulation",
            "Family"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "GENE2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}