Luokittelutehtävät
Luokittelutehtävät, known in English as classification tasks, are a fundamental concept in machine learning and data science. These tasks involve assigning an input data point to one of several predefined categories or classes. The goal is to build a model that can accurately predict the class of new, unseen data based on patterns learned from labeled training data.
Classification tasks are ubiquitous in various applications. Examples include spam detection in emails, where messages are
The process typically involves training a classification algorithm on a dataset where each data point is already
Evaluation of classification models is crucial and typically involves metrics such as accuracy, precision, recall, and