Building Models Quick Start
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- Once data has been loaded into the workspace, there are several ways to begin building a model. For analysis tools like PCA where only an X block is required, you can right-click on the data icon in the Browser to reveal a list of analysis options. You can also drag the given data to an analysis method shortcut, such as the Decompose PCA shortcut.
- The Analysis GUI will then appear with the given data already loaded. (The large X (block) button in the Analysis GUI will appear depressed indicating the data is loaded - passing the cursor over the button will provide a summary of the X block data.)
- While each analysis type has its own nuances, in general the steps to build a model are
- load the data
- view the data
- choose preprocessing
- select the type of cross-validation to use (if any is desired - see Using Cross-Validation)
- build the model
- review the model
- There is more than one way to accomplish each of the above steps. For example, preprocessing can be set for the X block by
- clicking the "Choose Preprocessing" button in the Analysis Flowchart
- clicking the P button next to the X button
- select "Preprocess" menu item
(Hint: Once selected, use the Preprocess/X-block and Preprocess/Y-block menus to save the current preprocessing as the default.)
- You can quickly view your data by right-clicking on the appropriate button (X or Y) and then select "Plot Data"
- Perhaps the quickest way for new users to complete the remaining steps to build the model is to use the flowchart.
