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CS 320 Introduction to Artificial Intelligence
Questions:
- [10 Marks] Consider the following table of examples.
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 |
- Apply the version space search with specific to general strategy to learn concept from the table.
- 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.
- [10 Marks] Consider the following table:
outlook temp. humidity windy play
|
sunny |
hot |
high |
false |
no |
|
sunny |
hot |
high |
true |
no |
|
sunny |
mild |
high |
false |
no |
|
rainy |
mild |
high |
true |
no |
|
rainy |
cool |
normal |
true |
no |
|
sunny |
cool |
normal |
false |
yes |
|
sunny |
mild |
normal |
true |
yes |
|
overcast |
hot |
high |
false |
yes |
|
overcast |
hot |
normal |
false |
yes |
|
overcast |
mild |
high |
true |
yes |
|
overcast |
cool |
normal |
true |
yes |
|
rainy |
mild |
high |
false |
yes |
|
rainy |
mild |
normal |
false |
yes |
|
rainy |
cool |
normal |
false |
yes |
Use the ID3 algorithm to build a decision tree. You can consider any variable order.
- [30 marks] Write a summary of what you have learned in this class. It should be about 1000 words.
CS 320 Introduction to Artificial Intelligence
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