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030001T304052001

Example Colour Type Origin Whether
No. stolen
|8 | SUV

|9 | ۷

र

ಸ್ಪ |
10 [Red = | Sports Imported Yes

Explain in detail about Support vector machine.

Use ID3 algorithm to construct a decision tree for the data in the following

table.

Age Competition Type Class(Profit)
[00 | No Hardware

Mid Software

Mid Hardware

New Yes Software

New Hardware

Write the steps used for constructing a decision tree using ID3 algorithm.
How to select the best splitting criterion in Decision tree?

What is overfitting in neural network training? Which are the two
approaches to avoid overfitting?

Obtain a linear regression for the data in the table below assuming that y is

the independent variable.

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