What are the missing numerical values in the Bag-of-Words vector showing word frequencies in the sentence: "I am watching a show about food in Italy, which is why I talk about food and Italy all the time"?

What are the missing numerical values in the Bag-of-Words vector showing word frequencies in the sentence: "I am watching a show about food in Italy, which is why I talk about food and Italy all the time"?

• A. [1, 1, 2, 2, 1, 1]
• B. [2, 2, 1, 1, 1, 1]
• C. [1, 2, 1, 2, 1, 1]
• D. [1, 1, 1, 1, 2, 2]

Answer: (A)

To determine the correct Bag-of-Words vector that represents the word frequencies of the specified sentence, it's necessary to first identify each word's frequency in the sentence: "I am watching a show about food in Italy, which is why I talk about food and Italy all the time." By analyzing the sentence, we can compile the frequency of the relevant significant words. The key words here can be: 1. I 2. am 3. watching 4. show 5. about 6. food 7. in 8. Italy 9. which 10. is 11. why 12. talk 13. and 14. all 15. the 16. time Focusing more on the significant recurring words like "I," "about," "food," and "Italy," we find their frequencies: - "I" appears **2 times**. - "am" appears **1 time**. - "about" appears **2 times**. - "food" appears **2 times**. - "Italy" appears **2 times**. The Bag-of-Words vector counting only the relevant unique words "I," "am," "about," "food," and "Italy" gives

To determine the correct Bag-of-Words vector that represents the word frequencies of the specified sentence, it's necessary to first identify each word's frequency in the sentence:

"I am watching a show about food in Italy, which is why I talk about food and Italy all the time."

By analyzing the sentence, we can compile the frequency of the relevant significant words. The key words here can be:

1. I

2. am

3. watching

4. show

5. about

6. food

7. in

8. Italy

9. which

10. is

11. why

12. talk

13. and

14. all

15. the

16. time

Focusing more on the significant recurring words like "I," "about," "food," and "Italy," we find their frequencies:

• "I" appears 2 times.

• "am" appears 1 time.

• "about" appears 2 times.

• "food" appears 2 times.

• "Italy" appears 2 times.

The Bag-of-Words vector counting only the relevant unique words "I," "am," "about," "food," and "Italy" gives