It also has very good fundamental machine learning. It has decision trees, linear regression, and neural nets. It has a lot of text mining facilities as well. It's fairly fully-featured.
KNIME offers robust ETL capabilities with advanced analytics, machine learning, and visual workflow creation, allowing for efficient data integration and process automation. It simplifies workflow structure and facilitates scalability, although it faces challenges such as high system resource usage, limited documentation, data visualization constraints, and proxy server support issues, which can impact performance when handling large datasets and complex configurations.