Classification

The "Classification" section features AI tools and algorithms designed for automatically assigning objects or data to one of several predefined categories or classes. Here you will find information about various classification methods (e.g., logistic regression, support vector machines, decision trees, neural networks) and tools for their implementation. Classification is used in a wide range of tasks: from image recognition (e.g., identifying an object in a photo) and text analysis (e.g., spam filtering, sentiment analysis) to medical diagnosis and predicting credit default. These tools use machine learning to build models capable of learning from labeled data and applying the acquired knowledge to categorize new, unseen data. Indispensable for any task requiring automatic data categorization.