Model Input / Output Types
Understanding Model Schemas within Arthur Scope
Role of a Model Schema in Arthur Scope
Arthur's model schema records important properties for your model's attributes, including their value type and stage. These data types define the data that enters and exits your model.
- The
InputTypeof a model specifies whether data enter your model as a tabular data frame, image, or raw text. - The
OutputTypeof a model specifies the modeling task: whether your model predicts values for a regression task, probabilities for a classification task, bounding boxes for a computer vision object-detection task, or token sequences (and their probabilities for generative tasks).
Supported Schemas in Arthur Scope
Arthur Scope supports several input and output types.
The input types supported are:
The output types supported are:
Updated 7 months ago