📄 multi_label¶

Note

ID: tasks.classification.multi_label | Type: FormTask

{
    "augmentable_inputs": [
        "text"
    ],
    "inputs": [
        "text",
        "text_type",
        "classes",
        "type_of_classes"
    ],
    "metrics": [
        "metrics.f1_micro_multi_label",
        "metrics.accuracy",
        "metrics.f1_macro_multi_label"
    ],
    "outputs": [
        "labels"
    ],
    "type": "form_task"
}

Explanation about FormTask¶

FormTask packs the different instance fields into dictionaries by their roles in the task.

The output instance contains three fields:
“inputs” whose value is a sub-dictionary of the input instance, consisting of all the fields listed in Arg ‘inputs’. “outputs” – for the fields listed in Arg “outputs”. “metrics” – to contain the value of Arg ‘metrics’

References: metrics.accuracy, metrics.f1_macro_multi_label, metrics.f1_micro_multi_label