Open duckontheweb opened 3 years ago
Is "Model Type" is the appropriate name for this field?
It seems reasonable! "Target type" might be another appropriate name.
Two thoughts here:
Good points Caleb.
- For the unsupervised example, doesn't fall under "Dimensionality Reduction"?
model_type
field to a prediction_type
field in the model_type
object. We don't currently have "Dimensionality Reduction"
listed as an option in the "Prediction Type" section, but maybe we should. @calebrob6 if we add this, it seems like your suggestion of using target_type
might be more appropriate than using prediction_type
since dimensionality reduction doesn't really represent a "prediction."In computer vision, The term task
, instead of model_type
, is more usual in the ML field, regarding the the listed values, we can sometimes find also the term Instance detection
/ Instance segmentation
.:
The main model spec defines a list of allowed Model Type values that are designed to capture the type of model in more detail than than the Algorithm Type.
Opening this issue to discuss the following: