NLP - Sentiment Analysis Advanced
If a hybrid model uses weighted average of rule and ML confidence scores: final_score = 0.6 * rule_score + 0.4 * ml_score, what is final_score for rule_score=0.8 and ml_score=0.5?
If a hybrid model uses weighted average of rule and ML confidence scores: final_score = 0.6 * rule_score + 0.4 * ml_score, what is final_score for rule_score=0.8 and ml_score=0.5?
medium📝 Predict Output Q5 of 15
Step-by-Step Solution
Solution:
Step 1: Calculate weighted contributions
0.6 * 0.8 = 0.48 and 0.4 * 0.5 = 0.20.Step 2: Sum weighted scores
0.48 + 0.20 = 0.68.Final Answer:
0.68 -> Option CQuick Check:
Weighted sum = 0.68 [OK]
Quick Trick: Multiply weights by scores, then add [OK]
Common Mistakes:
MISTAKES- Adding scores without weights
- Using wrong weights
- Multiplying scores directly
Master "Sentiment Analysis Advanced" in NLP
Want More Practice?
15+ quiz questions · All difficulty levels · Free
Free Signup - Practice All QuestionsMore NLP Quizzes