Machine Learning: Random Forest with Python from Scratch - Overfitting and Underfitting

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9th - 10th Grade
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Hard
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7 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What is overfitting in the context of modeling?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the characteristics of a model that is considered to be overfitting?
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
Provide a real-life example that illustrates the concept of overfitting.
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain the concept of underfitting and how it differs from overfitting.
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
How can one identify if a model is underfitting?
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6.
OPEN ENDED QUESTION
3 mins • 1 pt
What strategies can be employed to avoid both overfitting and underfitting?
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7.
OPEN ENDED QUESTION
3 mins • 1 pt
Discuss the importance of finding a balance between flexibility and rigidity in model fitting.
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