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A series of prediction options are also provided in the Traceis software. As shown in Fig. B.55, the following tools are available: (1) linear regression, (2) discriminant analysis, (3) logistic regression, (4) naive Bayes, (5) kNN, (6) CART, and (7) neural networks. A table summarizing the different prediction options is shown in Table B.5. The ability to do a cross-validation is common to all prediction methods. The results of the cross-validation analysis are presented in a consistent format. Figure B.56 illustrates a cross-validation result for a regression model where the response variable is continuous. The software provides a series of metrics that are calculated and presented in a table, including mean square error, mean absolute error, relative square error, relative absolute error, correlation coef cient, and square correlation coef cient (as described in Section 4.1.3). A scatterplot showing the relationship between the actual response and the predicted values for the crossvalidated results is also provided.

Just as with the Lynx program, you can use the standard shell scripting techniques to extract individual data elements from the dumped Web page. What I like using cURL for is batch downloading les. These days it seems like I m constantly downloading the latest Linux distribution ISO le. Since the ISO les are so large, I need to start the download and walk away while it s downloading. Once I know the URL for an ISO le, I can create a simple shell script using cURL to automate the process:

1226 cm-'

(10)

(11.79)

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3.3.1 Memory Management Concepts Due to the massive amount of information that must be saved in most systems, the mass storage device is often a disk. If each access is to a hard disk, system throughput will be reduced to unacceptable levels. An obvious solution is to use a large and fast locally accessed semiconductor memory. Unfortunately, the storage cost per bit for this solution is very high. A combination of both off-board disk (secondary memory) and on-board

(D.1.3)

For those of you not familiar with any unit-testing methodologies, junit is a great place to start, and its integration into ANT makes the whole process completely painless. An in-depth review of junit is outside the scope of this book, but Listing 27-5 shows a quick example of how you might use it, and then how you would use it to test a completely contrived example. The class in the example will simply maintain an integer, but badly: When we ask it to decrement the value it will decrement 2 instead of 1.

The process of managing business data throughout its lifecycle from conception until disposal across different storage media, within the constraints of the business process. Symantec

j =1

open files, which includes the name of the user who has the file open and the number of file locks (if applicable).

c+ ( ) 1

Do you see why you must calculate the sum before you divide to get the correct transaction price If you answer, Because this is a Group By query, then you are spot on accurate. In a Group By query, each field must be either an expression or a grouping. You want only one transaction price for each Branch and Product. Therefore, your transaction price must be an expression. Now that you know what you want, you must figure out how to modify the SQL. Take a look at the SQL code behind your current query by selecting the SQL icon from the Microsoft Query dialog box. You get a dialog box with the SQL code. Here is the code:

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Symbols are defined in the 'MO Series Symbol L8st' in Section 2 2 01 Publication Number 95 Dimensioning and tolerancing per ANSI Y t 4 5M-1982 Dimensm D does not include mold llash protrusions or gale burrs Mold Ilash. protrus~onsShall not exceed 0 25mm 1 010 inch1 per side 0

The -w option adjusts the width of the output. The -n option is the specified character width of the output you want. (Your screen width is normally 80.) You cannot specify a width without also using the w option. If you want to display more than one word, you must put quotation marks ( ) around the phrase. Otherwise, banner prints only the last word it was given, if anything at all. All these options are shown in Example 3.18.

Summary

You can create a manifest file for your JAR file by including the manifest nested tag, as shown in Listing 27-4.

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