In what type of model do the inputs estimate the outputs?
A. Deterministic model
B. Probabilistic model
C. Theoretical model
D. Subjective model
Answer (2)
The type of model where the inputs estimate the outputs is a 'Deterministic model.'
In a deterministic model, the relationship between the inputs and the outputs is precisely defined. This means that for a given set of input values, there is a clear and predictable output. In these models, the same input will always produce the same output. Deterministic models are widely used in various fields like mathematics, physics, and engineering to simulate real-world systems where behavior can be precisely predicted.
For example, consider a simple mathematical equation like the linear function y = 2 x + 3 . Here, if you input a specific value for x , you can determine the exact value of y . If x = 4 , then y = 2 ( 4 ) + 3 = 11 . There is no randomness involved in this calculation, as it is strictly determined by the equation.
In contrast, probabilistic models incorporate randomness and uncertainty, meaning the same set of inputs could lead to different outputs. These models are helpful for situations where predicting a single outcome is difficult due to inherent variability.
Therefore, the correct choice for a model where inputs estimate the outputs in a clear, predictable manner is 'Deterministic model.'
The correct answer to the question is 'A. Deterministic model,' which refers to models where inputs provide a predictable output without variability. In these models, each input consistently leads to the same result, making them reliable for precise calculations.
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