What is logistic regression? Explain with the help of a suitable example.
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For the given points of two classes red and blue:
Blue (1,2), (2,1) (1-1), (1-2)) Red: ((3,1), (4,3), (3,5), (6,3))
Plot a graph for the red and blue categories. Find the support vectors and optimal separating line.
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| 1 | 2 | 3 |
| 4 | 8 | - |
| 7 | 6 | 5 |
| 1 | 4 | 7 |
| - | 8 | 6 |
| 2 | 3 | 5 |
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(i) Commutativity (ii) Associativity (iii) Distributivity (iv) Demorgan’s Law
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