| Does this seem right? | Task | Distance Measure | |-------------------------------|-----------------------| | Document classification | Cosine Distance | | Semantic search | Cosine Distance | | Recommendation systems | Cosine Distance | | Image recognition | Euclidean Distance (L2)| | Speech recognition | Euclidean Distance (L2)| | Handwriting analysis | Euclidean Distance (L2)| | Recommendation systems | Inner Product (Dot
Product)| | Collaborative filtering | Inner Product (Dot
Product)| | Matrix factorization | Inner Product (Dot
Product)| | Image processing | L2-Squared Distance | | Error detection and correction| Hamming Distance | | DNA sequence comparison | Hamming Distance | | Taxicab geometry | Manhattan Distance | | Chessboard distance | Manhattan Distance | |