GK Question

technology medium true_false

Feature scaling ensures numerical features contribute equally to model training.

  1. True
  2. False

Answer: True

Feature scaling (standardization, normalization) prevents features with large ranges from dominating model learning. Critical for distance-based algorithms and gradient descent optimization.

Topic Data Science
Exam Relevance Banking, SSC JE, UPSC