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.
InputTypeof a model specifies whether data enter your model as a tabular data frame, image, or raw text.
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).
Arthur supports several input and output types.
The input types supported are:
The output types supported are:
Updated about 2 months ago