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Changed from data set to dataset in dimensionality_reduction.py in chapter 11.
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chapter11/dimensionality_reduction.py

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# Estimate accuracy on the data set with top n components
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classifier = SVC(gamma=0.005)
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score_n_components = cross_val_score(classifier, X_n_kept, y).mean()
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print(f'Score with the data set of top {n} components: {score_n_components:.2f}')
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print(f'Score with the dataset of top {n} components: {score_n_components:.2f}')

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