Learning Path
Question & Answer
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smooth acceleration
consistent braking
high fuel efficiency
comfortable seating
Understanding the Answer
Let's break down why this is correct
The car’s ability to change speed quickly when the driver presses the gas pedal shows how input affects output. Other options are incorrect because People may think steady braking is a sign of sensitivity, but it is about consistency, not how fast the car reacts; Fuel efficiency measures how much fuel the car uses, not how it reacts to driver input.
Key Concepts
Sensitivity of Predictors
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Deep Dive: Sensitivity of Predictors
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Definition
The sensitivity of a predictor measures its responsiveness to changes in input features. Insensitive predictors exhibit stability in their predictions when inputs are close. Sensitivity is crucial for generalization and performance, especially with limited training data.
Topic Definition
The sensitivity of a predictor measures its responsiveness to changes in input features. Insensitive predictors exhibit stability in their predictions when inputs are close. Sensitivity is crucial for generalization and performance, especially with limited training data.
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