---

watsonx

Note

ID: catalog.cards.CFPB.product.watsonx | Type: TaskCard

{
    "loader": {
        "files": {
            "train": "https://raw.githubusercontent.com/IBM/watson-machine-learning-samples/master/cloud/data/cfpb_complaints/cfpb_compliants.csv"
        },
        "type": "load_csv"
    },
    "preprocess_steps": [
        {
            "mix": {
                "test": "train[20%]",
                "train": "train[70%]",
                "validation": "train[10%]"
            },
            "type": "split_random_mix"
        },
        {
            "field_to_field": {
                "narrative": "text",
                "product": "label"
            },
            "type": "rename_fields"
        },
        {
            "mappers": {
                "label": {
                    "credit_card": "credit card",
                    "credit_reporting": "credit reporting",
                    "debt_collection": "debt collection",
                    "mortgages_and_loans": "mortgages and loans",
                    "retail_banking": "retail banking"
                }
            },
            "type": "map_instance_values"
        },
        {
            "fields": {
                "classes": [
                    "retail banking",
                    "mortgages and loans",
                    "debt collection",
                    "credit card",
                    "credit reporting"
                ],
                "text_type": "text",
                "type_of_class": "topic"
            },
            "type": "add_fields"
        }
    ],
    "task": "tasks.classification.multi_class",
    "templates": "templates.classification.multi_class.all",
    "type": "task_card"
}