InterviewSolution
Saved Bookmarks
InterviewSolution
| 1. |
What is a classifier in Python? |
|
Answer» A classifier is an algorithm that PREDICTS the class of an input element on the basis of a set of features. Usually, it will make use of training data(large datasets used to train an algorithm or machine learning model) to obtain understand-ability regarding the relation between input variables and class. It is mainly used in machine learning and supervised learning. Example: A classifier can be used to predict the soap category depending on its characteristics, which MEANS its “features”. These features may include its fragrance, appearance, color, ETC. A machine learning classifier COULD potentially be used to predict that soap with a round shape and brown color along with a strong fragrance of sandalwood is a Mysore SANDAL soap. |
|