Cut off recipient in binary

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Aug 6th, 2022
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How to cut off recipient in binary

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welcome back in this video I will discuss how to plot Roc curve for the given problem definition this is the solved example number one the link for other examples is given in the description below first we will try to see where Roc curve is used Roc curve is nothing but receiver operating characteristic curve which is used to know the performance of a classification model at different classification thresholds to draw Roc curve we need to know two parameters the first one is true positive rate and the second one is a false suppository rate in this case we have been given this data set with the 10 different thresholds where we have been given two things like one is the actual class and another one is the probability of classification here given this particular data we need to calculate DPR and fcr to calculate tpr and fpr again we need to know two more parameters that is DP and FP here now what is dptp is nothing but true positive in this case what is true positive is let us assume that

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For computers, 1 is true or on, and 0 is false or off. The concept of binary and bits are based on of Boolean Algebra. The binary number system is positional. So even though it only works with 1s and 0s, the position of those two digits can represent much more.
Binary vs. Since the binary system uses only two digits or bits and represents numbers using varying patterns of 1s and 0s, it is known as a base-2 system. Here, 1 refers to on or true, while 0 refers to off or false.
The I and 0 are based on the binary system, with I as the number one and 0 as zero. Pushing the side of the button with I will turn your device on. Conversely,0 means off. An easy way to differentiate is to think of the 0 as allowing your electronics to do zero functions, therefore, turned off.
We know theres only two binary values, 0 and 1, but a system designer can designate either to represent on, and the other for off. I have worked with systems that do it both ways. However, the generally accepted convention is to use 0 to represent off, and 1 to represent on.
Imagine a binary classification problem. Lets say I have 800,000 predicted probabilities stored in predtest . I define a cutoff as any value in predtest such that the values that are greater than or equal to cutoff are assigned the value 1 and the values that are smaller than cutoff are assigned the value 0.
binary code, code used in digital computers, based on a binary number system in which there are only two possible states, off and on, usually symbolized by 0 and 1.
Since the binary system uses only two digits or bits and represents numbers using varying patterns of 1s and 0s, it is known as a base-2 system. Here, 1 refers to on or true, while 0 refers to off or false.
A common binary word length in microcomputers and other digital equipment is 8 bits. All data storage, processing, manipulation, and transmission are carried out in 8-bit groups. Word lengths of 4, 8, 12, 16, 32, and 64 bits are common in digital equipment. An 8-bit word is usually called a byte.

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