Classifier Examples
Why
We list some examples of classification
- Medical Diagonosis.
An individual arrives at the hospital
presenting a set of symptoms, which may
possibly be attributed to one of $K$ medical
conditions. Predict which medical condition they
have.
- Fraudulent Transaction
Detection.
A payment processor has the location and
amount for a proposed transaction, as well as
past transaction history of a particular credit
card. Is this transaction fraudulent?
- Disease variant prediction.
Given a particular variant data for a set of
individuals with and without a given disease.
Predict whether an unseen variant is deleterious.