A learning system user interface sends evaluation data to the REST and Web Interfaces, which stores and retrieves information from the Evaluation Models User Data. The below learning management diagram shows the user interface of the LMS can be any browser that a person uses, which takes the information or data from the content management unit and other components of the learning management system. As the below architecture diagram suggests, model evaluation aims to estimate the generalization accuracy on future data. Methods for evaluating a model's performance are divided into two categories: holdout and cross-validation. This information from the REST and Web Interface is submitted to the authorized person who authorizes the evaluation model and creates reports to access the data coming from the user interface side.
