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Purchase Age 1 30 0 19 0 34 0 29 1 39 1 24 0 34 0 17 1 16 0 22 0 38 0
Purchase | Age |
1 | 30 |
0 | 19 |
0 | 34 |
0 | 29 |
1 | 39 |
1 | 24 |
0 | 34 |
0 | 17 |
1 | 16 |
0 | 22 |
0 | 38 |
0 | 33 |
1 | 22 |
0 | 44 |
0 | 33 |
1 | 19 |
0 | 43 |
0 | 41 |
0 | 32 |
0 | 21 |
0 | 39 |
0 | 42 |
0 | 38 |
0 | 45 |
0 | 35 |
0 | 30 |
0 | 40 |
0 | 28 |
0 | 21 |
1 | 24 |
Use a holdout method to compare the accuracy of the linear probability model (Model 1) and the logistic regression model (Model 2) using the first 20 observations for training and the remaining 10 observations for validation.
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