Question: In this problem, you need to prepare the attached dataset using a data mining tool of our choice such as Weka or any other tool.
In this problem, you need to prepare the attached dataset using a data mining tool of our choice such as Weka or any other tool.
a. Describe the data mining pre-processing steps to prepare the clustering of this dataset.
b. How would handle missing values? Describe a strategy(Strategy I) to deal with missing data.
c. Update your dataset using your missing value strategy I) in (b)
| data 1 | data 2 | data 3 | data 4 | data 5 | |
| 1 | 0.06 | 0.12 | 0.09 | 0.15 | 1.2 |
| 2 | 0.06 | 0.05 | 0.05 | 0.1 | 0.05 |
| 3 | 0.09 | 0.05 | 0.07 | 0.14 | 0.05 |
| 4 | 0.25 | 0.24 | 0.24 | 0.25 | 0.18 |
| 5 | 0.14 | 0.41 | 0.38 | 0.36 | 0.34 |
| 6 | 0.31 | 0.63 | 0.05 | 0.84 | 0.05 |
| 7 | 0.14 | 0.59 | 0.29 | 0.27 | 0.82 |
| 8 | 0.46 | 0.23 | 0.5 | 0.71 | 0.47 |
| 9 | 0.18 | 0.36 | 0.08 | 0.42 | 0.84 |
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