Misclassifying an actual ______ observation as a(n) ______ observation is known as a false positive.
a. Class 0, Class 1
b. false, true
c. Class 1, Class 0
d. error, accuracy

Answers

Answer 1

"Mis-classifying" an actual Class 0 observation as a Class 1 observation is known as a "false-positive", the correct option is (a).

A "false-positive" occurs when a "classification-system" indicates that a condition or event is present (positive), when it is actually not present (false).

This concept is commonly used in statistics, machine learning, and other fields where the accuracy of a classification system is important.

The False positives can have significant consequences, such as misdiagnosis of a disease, incorrect identification of an object or person, or triggering unnecessary alarms or alerts.

Therefore, Option(a) is correct.

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Answer 2

Misclassifying an actual Class 0 observation as a Class 1 observation is known as a false positive.

In binary classification, Class 0 typically represents the negative class or the absence of a certain condition, while Class 1 represents the positive class or the presence of the condition. A false positive occurs when the classifier identifies an observation as belonging to the positive class when it actually belongs to the negative class.

This can be problematic in certain applications, such as medical diagnosis, where a false positive can lead to unnecessary treatment or procedures. False positives can also have implications in areas such as fraud detection, spam filtering, and quality control. Therefore, minimizing the occurrence of false positives is an important consideration in developing and evaluating classification models.

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Answers

Answer:

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Step-by-step explanation:

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Step-by-step explanation:

Answer and Step-by-step explanation:

         

Find [x]:  <--------------- (Childish Answer)

                                |

                                |

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Answer G. 99/36= 11/4x

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Answers

Answer:

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Step-by-step explanation:

The answer to the question is 150.

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Answer:

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Answer:

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Answers

Answer:

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Step by step explanation:

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Answers

Answer:

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Step-by-step explanation:

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Answer:

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Answer:

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Step-by-step explanation:

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I can't figure it out.
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Answers

Answer:

how to solve 2x+2y=2 , -4x+4y=12

this is  solving equations using substitution .... i have ALOT more but i juss dnt get this stuff

2x + 2y = 2      -4x + 4y = 12

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Answers

Answer:

Step-by-step explanation:

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Answers

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Answers

Answer:

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Answer:

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Step-by-step explanation:

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Answers

Answer:

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Answers

Answer:

-3

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Answers

Answer:

1

Step-by-step explanation:

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Answer:

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Answers

Simplify the expression.
1
——
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