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You ve probably already heard a lot of talk about how ColdFusion components are similar to objects in object-oriented programming languages, but although some similarities do exist, the two are very different In short, don t try too hard to make ColdFusion components act the same as objects, and don t labor for hours on end creating elaborate coding schemes so that your components are forced into a bad ballet where they must dance and act like real objects in Java or C++, because you re only going to end up spending a lot of time being sorely disappointed Components are not objects; they re not even surrogates They re object wannabes So don t be afraid to break certain object rules, because they re not component rules The only components rules are the ones that you define for your applications.

Since PCA does not generate individual discriminant functions, individuals can be enrolled online without retraining This approach has proved successful in face recognition, which has exploited eigenspace analysis for human identi cation [30 36] ECG traces that depart from the idealized shape are, in fact, fairly common in the general population Anomalies can include multiple extrema, rather than a single peak, and low contrast observable ducials, such as the missing P wave in Figure 1711 These exceptions, along with sensor noise, imply that ducial processing methods are dif cult to apply to a signi cant segment of the population We applied principal components analysis (PCA) for feature extraction The technique, which we call eigenPulse, uses an eigenvector decomposition of the normalized ECG signal This approach addresses the two weaknesses: 1.

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If you decide to directly set or get a persistent component property rather than call a component function to do the same thing, the worst that you get are a few whiny tongue lashings from overly excitable discussion-list members This chapter covers only what you need to understand the basics of components If we start weighing you down with more details before you build some for yourself, we may lose you So in the 23, you build a couple components; then you finish up with the details that we purposefully omit from this chapter, including component documentation, metadata, and the many caveats that you encounter in implementing component-based applications.

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After you finish reading the next chapter and building its components, you should have a solid understanding of both the theory and practice of designing and implementing components, and you should understand how critical engineering decisions affect the overall strength of your application..

We are not limited to a small set of attributes; rather we use an orthonormal basis to represent the most signi cant features for distinguishing the ECG traces 2 PCA features do not require ducial extraction, which minimizes the exception handling problems and increases enrollment rates..

n this chapter, you re going to build a simple application based on two ColdFusion components, or CFCs: one that handles companies and another that handles its employees. The Company component declares only class methods, so persisting longer than a single page request has no practical purpose, but the Employee component is designed to collect data submitted from multiple forms and, therefore, must persist between page requests. A component may contain both instance methods and class methods, but instance methods become truly useful only within the context of a long-lived persistent component. Don t think of a component as either a class (static) component or an instance component, because such behavior is attributed to a component s methods and not the component itself.

Note 23 is an exercise in building two components based on the principles and techniques taught in 22, so this chapter may not mean much to you unless you ve already read and fully understand 22.

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