Data Science, Machine Learning, NLP, Word Embeddings, AI.
You’d still use them to transform a multi-class label vector into a number of binary class vectors, or to transform a handful of categorical feature vectors into their binary versions. Towards dense, semantically-meaningful representation Now that we’ve discussed one-hot vectors and their flaws,