What is the difference between distance and similarity?

Answer 1

distance is how far somthing is from another thing. similarity is when two or more things have somthing that onnects them to each other

Answer 2

Distance measures how far apart two points are in a space, while similarity measures how alike two objects are. In terms of calculation, distance is typically computed using metrics like Euclidean distance, Manhattan distance, or cosine distance. Similarity is often calculated using metrics like cosine similarity, Jaccard similarity, or Pearson correlation.