ID3 Algorithm to Build a Decision Tree IT Assignment Help

Assignment Task

Number Major Co-op Year Grade decision
1 cs yes one a positive
2 ee no one c negative
3 cs no two a positive
4 math yes three a negative
5 cs yes three c negative

(a) Apply the version space search with specific to general strategy to learn concept from the table.
(b) Apply the version space search with general to specific strategy to learn concept from the table.You need to show the detail steps for each method.

outlook temp. humidity windy play
1-sunny hot high false no
2-sunny hot high true no
3-sunny mild high false no
4-rainy mild high true no
5-rainy cool normal true no
6-sunny cool normal false yes
7-sunny mild normal true yes
8-overcast hot high false yes
9-overcast hot normal false yes
10-overcast mild high true yes
11-overcast cool normal true yes
12-rainy mild high false yes
13-rainy mild normal false yes
14-rainy cool normal false yes
Use the ID3 algorithm to build a decision tree. You can consider any variable order.
3. Write a summary of what you have learned in this class. 

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