What Is the Purpose of a Transformer

question 17

Short Answer

What is the purpose of a transformer?

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Definitions:

Confidence Interval

A range of values derived from sample data that is likely to contain the value of an unknown population parameter.

Sample Variance

A measure of variability or spread in a sample dataset, indicating how much the individual sample points deviate from the sample mean.

Critical Value

The threshold value that a test statistic must exceed to reject the null hypothesis in a statistical test, determined by the significance level of the test.

Significance Level

The probability of rejecting the null hypothesis in a statistical test when it is actually true, often denoted by alpha (α) and typically set at 0.05, 0.01, etc.