winforms data matrix

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The results of future predictions can then be presented as the predicted values RMSEP This measure is valid provided that the new samples are similar to those used for calibration Otherwise, the prediction error might be much higher No assumption about statistical error distribution is made for modeling As a consequence, prediction error cannot be given as a proper statistical interval estimate (eg, twice the standard deviation, etc) RMSEP is a practical average prediction error and if both calibration and validation sample sets are representative of future samples to predict, it is a good error estimate With cross-validation, the same samples are used both for model estimation and testing Cross-validation represents an alternative way of utilizing samples for validation if their number is small or moderate.

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The method consists in leaving out a few samples from the calibration data set and calibrating the model on the remaining data points The left-out sample values are then predicted and the corresponding prediction residuals computed The process is repeated with another subset of the calibration set, and so on until every object has been left out once All prediction residuals are combined to compute the validation residual variance and RMSEP Full cross-validation leaves out only one sample at a time Segmented cross-validation leaves out a whole group of samples at a time Segmented cross-validation is faster, but segment selection requires some care since it should feature unique information For example, samples which can be considered as replicates of each other should not be present in different segments In the case of an independent test set the le should contain 20 40% of the full data.

The calibration and test set must cover the same population of samples as.

The blank area in the middle of the screen, called the graphics window or drawing area, is where you draw. You can think of this as a sheet of drafting paper, except that this piece of paper can be any size even the size of a huge factory! At the bottom of the drawing area is a tab labeled Model. You draw on this tab. You use the layout tabs to lay out your drawing for plotting. (See 17 for details.) When you start to draw, you need to specify where to start drawing. One way is to use coordinates. To specify a coordinate, the universally accepted convention is to put the X coordinate first, followed by a comma, and then the Y coordinate. Examples are 3,5, 3,2, 6, 2, and 1, 1.

P f t x(t)

Generated JavaScript code: One or more JavaScript source-code files containing dynamically generated JavaScript objects that match the server-side remoted object

A texture ll is actually a picture ll, but it is a special type of picture that, when tiled, looks like a surface texture such as wood, marble, or cloth. To apply a texture ll, select one from the Texture submenu on the Shape Fill drop-down menu (for an object that has the Drawing Tools Format tab). The More Textures option at the bottom of the palette of presets opens the Shape Fill dialog box (the same as the method in the following steps). If you are lling an object that doesn t have a Shape Fill button on the Drawing Tools Format tab, you can use the Format Shape dialog box instead. Follow these steps: 1. Right-click the object and choose Format Shape or Format Picture, depending on the object type. The Format Shape dialog box opens. 2. Click Fill if it is not already selected. 3. Click to select the Picture or Texture Fill option. 4. Click the Texture button and select a texture, as shown in Figure 10-31. 5. Click Close.

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Use the tables Datasheet views to add values matching the data shown in Figure 15-27. (Access won t let you set values in AutoNumber elds, so don t worry if the ID values don t match those shown in Figure 15-27 as long as they make the correct relational links.)

Once you apply an effect to a layer, the effect becomes an element that you can copy and apply to other layers. Select the layer with the effects you want to duplicate and choose Layer Layer Style Copy Layer Style. Or right-click the layer name in the Layers palette and choose Copy Layer Style from the context-sensitive menu. Then

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