---

medical_abstracts

Note

ID: catalog.cards.medical_abstracts | Type: TaskCard

{
    "loader": {
        "files": {
            "test": "https://raw.githubusercontent.com/sebischair/Medical-Abstracts-TC-Corpus/main/medical_tc_test.csv",
            "train": "https://raw.githubusercontent.com/sebischair/Medical-Abstracts-TC-Corpus/main/medical_tc_train.csv"
        },
        "type": "load_csv"
    },
    "preprocess_steps": [
        {
            "mix": {
                "test": "test",
                "train": "train[90%]",
                "validation": "train[10%]"
            },
            "type": "split_random_mix"
        },
        {
            "field_to_field": {
                "condition_label": "label",
                "medical_abstract": "text"
            },
            "type": "rename_fields"
        },
        {
            "mappers": {
                "label": {
                    "1": "neoplasms",
                    "2": "digestive system diseases",
                    "3": "nervous system diseases",
                    "4": "cardiovascular diseases",
                    "5": "general pathological conditions"
                }
            },
            "type": "map_instance_values"
        },
        {
            "fields": {
                "classes": [
                    "neoplasms",
                    "digestive system diseases",
                    "nervous system diseases",
                    "cardiovascular diseases",
                    "general pathological conditions"
                ],
                "text_type": "abstract",
                "type_of_class": "topic"
            },
            "type": "add_fields"
        }
    ],
    "task": "tasks.classification.multi_class",
    "templates": "templates.classification.multi_class.all",
    "type": "task_card"
}