Computer Science for IGCSE & O level - Automated And Emerging Technologies (Section 6 - No. 32)
What are the key features of a well-defined machine learning model?
Clear definition of inputs and outputs.
High degree of model explainability.
Avoidance of overfitting.
Use of unlabeled data only.
הֶסבֵּר
A good model includes defined inputs and outputs. Overfitting should be avoided. Unlabeled data can be used, but it is not essential.