Question
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,
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, 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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