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Znstances are represented by attribute-valuepairs Instances are described by a fixed set of attributes (eg, Temperature) and their values (eg, Hot) The easiest situation for decision tree learning is when each attribute takes on a small number of disjoint possible values (eg, Hot, Mild, Cold) However, extensions to the basic algorithm (discussed in Section 372) allow handling real-valued attributes as well (eg, representing Temperature numerically) The targetfunction has discrete output values The decision tree in Figure 31 assigns a boolean classification (eg, yes or no) to each example Decision tree methods easily extend to learning functions with more than two possible output values A more substantial extension allows learning target functions with real-valued outputs, though the application of decision trees in this setting is less common Disjunctive descriptions may be required As noted above, decision trees naturally represent disjunctive expressions The training data may contain errors Decision tree learning methods are robust to errors, both errors in classifications of the training examples and errors in the attribute values that describe these examples The training data may contain missing attribute values Decision tree methods can be used even when some training examples have unknown values (eg, if the Humidity of the day is known for only some of the training examples) This issue is discussed in Section 374

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Convert PDF to Image (JPG, PNG and TIFF) in C# . NET - PDF to JPG ...
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The script begins with the check_alert() function, which takes in the parameter paycheck The line of code in the function assigns the value of paycheck to a local variable, pcheck This way, you can use pcheck within the function to avoid changing the global paycheck variable The function is then used to display an alert that uses the value of pcheck After the function, in the outside script, the global variable paycheck is assigned a value of 1200 Then the code calls the check_alert() function and sends it the value of the paycheck variable The previous example shows a rather long way to keep from changing a global variable Since function parameters are sent as values of variables, you can change the variable name the function accepts inside the parentheses in the function definition This creates a local variable from the parameter that is sent to the function Here is an example:

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24 Sep 2014 ... GhostscriptSharp is a wrapper for the Ghostscript PDF processing library which makes it available for C# also. Ghostscript and ...

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Many practical problems have been found to fit these characteristics Decision tree learning has therefore been applied to problems such as learning to classify medical patients by their disease, equipment malfunctions by their cause, and loan applicants by their likelihood of defaulting on payments Such problems, in which the task is to classify examples into one of a discrete set of possible categories, are often referred to as classijication problems The remainder of this chapter is organized as follows Section 34 presents the basic ID3 algorithm for learning decision trees and illustrates its operation in detail Section 35 examines the hypothesis space search performed by this learning algorithm, contrasting it with algorithms from 2 Section 36 characterizes the inductive bias of this decision tree learning algorithm and explores more generally an inductive bias called Occam's razor, which corresponds to a preference for the most simple hypothesis Section 37 discusses the issue of overfitting the training data, as well as strategies such as rule post-pruning to deal with this problem This section also discusses a number of more advanced topics such as extending the algorithm to accommodate real-valued attributes, training data with unobserved attributes, and attributes with differing costs

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20 Jan 2012 ... GhostScript . NET integration component - 11.7 KB · PDF conversion component - 5.4 KB. Introduction. An application I was recently working on ...

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Hello everyone. This is my second thread, which might be useful for those looking for the way to convert PDF file to images . In this example, I ...

The function takes in a parameter function check_alert(pcheck) { and gives it a local variable name windowalert("You make $"+pcheck); } var paycheck=1200; The local variable is used for the alert check_alert(paycheck);

When this code calls the check_alert() function, it sends that function the value of the paycheck variable The value is pulled in from the function itself Rather than naming the value paycheck here and assigning it to another variable, you simply use another name within the parentheses: pcheck The pcheck variable becomes a local variable inside the check_alert() function Since the code sends paycheck a value of 1200, pcheck will be 1200, unless you change it later in the function

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