[Solved] Given this code snippet for sentiment prediction, what is the output? def predict_sentiment(text):... Given this code snippet for sentiment prediction, what is the output? | NLP

NLP - Sentiment Analysis Advanced

Given this code snippet for sentiment prediction, what is the output?

def predict_sentiment(text):
    # returns dict with sentiment scores
    return {'positive': 0.4, 'neutral': 0.5, 'negative': 0.1}

result = predict_sentiment('I like the movie but the ending was sad')
print(max(result, key=result.get))

Aneutral

Bnegative

Cpositive

DError

Step-by-Step Solution

Solution:

Step 1: Understand the function output
The function returns a dictionary with sentiment scores: positive=0.4, neutral=0.5, negative=0.1.
Step 2: Determine which sentiment has the highest score
Using max with key=result.get finds the key with the highest value, which is 'neutral' with 0.5.
Final Answer:
neutral -> Option A
Quick Check:
Highest score sentiment = neutral [OK]

Quick Trick: max with key=result.get returns sentiment with highest score [OK]

Common Mistakes:

MISTAKES

Choosing positive because it appears first
Thinking the function returns a string
Expecting an error due to dictionary usage

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More NLP Quizzes

Given this code snippet for sentiment prediction, what is the output?

Step 1: Understand the function output

Step 2: Determine which sentiment has the highest score

Final Answer:

Quick Check:

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