📄️ Managing Models
After a model has been created and trained it is ready to provide predictions. Using and managing your models is done on the "Model Details" page through the "Actions" menu. To get there, go to the "Your Models" page and click on Model Actions. The options in the Model Actions menu will depend on the specific model you are using.
📄️ Model Analysis
There are several analyses and reports that can be run against a model. Global Feature Importance will show which features or columns contribute the most, globally, to predictions by the model. Batch Query Analytics will examine the output of a model via a batch query and display a cumulative performance analysis.
📄️ Model Import/Export
A model instance can be exported to a file. This can be used to backup a model or to transport it from one server to another. Model export files can be quite large.
📄️ Monitoring Classification Models
Long running and high volume usage of the simMachines server for classification has production-level monitoring of predictions that can be implemented. This feature allows production administrators to monitor and receive email alerts when statistical analysis of classification results varies significantly from typical behavior. This feature applies only for classification models (simClassify and simClassify+).