Which task can the Interactive Decision Tree tool NOT perform?

The Interactive Decision Tree tool is designed to facilitate the training and evaluation of decision trees within SAS Enterprise Miner. It supports interactive training, where users can manually adjust parameters and visualize the tree as it grows, allowing for a hands-on approach to model building. Additionally, it can grow trees automatically based on the specified settings and assess trees based on the training data to provide performance metrics immediately after the fitting process.

However, assessing a tree based on validation data is not a functionality that the Interactive Decision Tree tool directly handles. Instead, the tool focuses primarily on training data and interactive elements, limiting its capabilities when it comes to external validation datasets. Validation assessments typically require a separate evaluation process or different tools that are specifically designed for that purpose, such as the Validation node in SAS Enterprise Miner. Therefore, it is accurate to identify that assessing a tree based on validation data is outside the scope of what the Interactive Decision Tree tool can perform.