Question: For a given dataset D in the d-dimensional space, we perform PCA and found that only two e values are non-zero. This indicates that we

For a given dataset D in the d-dimensional space, we perform

For a given dataset D in the d-dimensional space, we perform PCA and found that only two e values are non-zero. This indicates that we can project the data points in D to a 2-dimensional s and still keep the total variance of the dataset in the original 50-dimensional space. [ ] True [ ] False Explanation

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