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choose correct answer A-Which of the following is NOT one of the methods that perform effective dimensionality reduction? 1-Decision-tree 2-PCA 3-Discretization 4-Attribute reduction B-Data dispersion,

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A-Which of the following is NOT one of the methods that perform effective dimensionality reduction?

1-Decision-tree

2-PCA

3-Discretization

4-Attribute reduction

B-Data dispersion, also known as variance analysis, is the degree to which numeric data tend to spread and can be characterized by such statistical measures as ________, ________, and the ________.

1-mean deviation, measures of skewness, and the coefficient of variation.

2-mean deviation, five-number summary, and the coefficient of variation.

3-median deviation, variance analysis, and the efficient of variation.

4-null deviation, measures of skew, and the efficient of variation.

C-What are the three classes of data visualization techniques?

1-Geometric, hierarchical, and icon-based

2-Landscapes, hierarchical, and parallel coordinates

3-Geometric techniques, tile bars, and tree maps

4-Icon-based, Chernoff face, and stick figures

D-The key points of ranking cube are:

1-Partition data on both selection and ranking dimensions

2-Compute measures for each group/block

3-Simultaneously push selection and ranking conditions to locate the block with top score.

4-All of the above

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