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MTN Bias variance quizz (INRIA#849)
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jupyter-book/overfit/bias_vs_variance_quiz_m2_03.md

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# ✅ Quiz M2.03
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```{admonition} Question
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Fitting a model with a high bias:
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A model with a high bias:
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- a) causes an underfitted model?
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- b) causes an overfitted model?
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- c) increases the sensitivity of the learned prediction function to a random resampling of the training set observations?
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- a) is a characteristic of an underfitted model?
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- b) is a characteristic of an overfitted model?
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- c) when trained, exhibits greater sensivity to random resampling of the training
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data?
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- d) causes the learned prediction function to make systematic errors?
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_Select all answers that apply_
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```{admonition} Question
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Fitting a high variance model:
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A model with high variance:
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- a) causes an underfitted model?
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- b) causes an overfitted model?
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- c) increases the sensitivity of the learned prediction function to a random resampling of the training set observations?
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- a) is a characteristic of an underfitted model?
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- b) is a characteristic of an overfitted model?
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- c) when trained, exhibits greater sensivity to random resampling of the training
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data?
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- d) causes the learned prediction function to make systematic errors?
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_Select all answers that apply_

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