Deployment Model - Quick Tab

Select the Quick tab of the Deployment Model dialog box to load PCA/PLS/BMPLS/TMPCA/TMPLS model files (which must be in PMML format) and select variables for the analysis.

See also, PCA and PLS Technical Notes and MSPC Technical Notes.

Element Name Description
Load models Click this button to load the selected PMML input model files. More than one model file can be loaded, and in this case, all models will be applied to the data specified as the current active data set.
Variables Click the Variables button to display a five-list variable selection dialog box. For any type of analysis, select at least two predictor (continuous or categorical) variables. For PLS and TMPLS types of analyses (regression or classification), in addition to the predictor variables, select one or more dependent variable. For a classification type of problem, the dependent variable must be categorical in nature. For regression problems, it must be continuous (or will be treated as such anyway).

In addition to the above, models such as BMPLS, TMPCA, and TMPLS will require selecting a further variable as the batch identifier and a time variable that identifies the progression of the process variables in the direction of time within each batch.

Note: the Variables option is available only if the variables for the analysis are not taken directly from the input PMML files [i.e., if the Variable selection via PMML check box (see below) is cleared]. In that case, the variable selections here will be "mapped" to the respective models specified in the PMML files in the order in which they are selected, regardless of whether the variable names of the selected variables match those specified in the PMML input files. Hence, by selecting variables "manually," you can compute predictions from data even if the variable names are different from those used when the respective models were trained.
Variable selection via PMML Select this check box to use the variables specified in the respective PMML model files; the program will attempt to match the names found in the current active data file with those specified in the respective PMML files (matching by name). Clear this check box to manually selected variables; in this case, the variable selections here will be "mapped" to the respective models specified in the PMML files in the order in which they are selected, regardless of whether the variable names of the selected variables match those specified in the PMML input files.