Statistical Model
Table of Contents
see Machine Learning
1. Factors to consider
- The speed of model building
- The speed of inference
A practical trade-off with accuracy could be made to optimize the above.
2. Overarching types
To be elaborated upon…
2.1. Parametric model
- finding an optimal solution to the optimization criterion
2.2. Non-parametric model
- approximately optimize the optimization criterion
- model the probability of a label given the input