In machine learning and AI, functions are predefined operations or methods used in specific algorithms or models. They are applied in data preprocessing, feature engineering, model training, evaluation, and prediction. This topic outlines some commonly used machine learning functions in Simple Log Service and their applications.
SQL function | Description |
Classification is a machine learning model that identifies system object classes, such as detecting attack requests and relationships between elements. | |
Before implementing load balancing in your distributed system, you must accurately measure the system's load balancing degree. | |
Simple Log Service uses anomaly detection to automatically identify abnormal states and their root causes in service systems. It assesses whether metric changes deviate from normal patterns and applies machine learning techniques for detection. |