10 Machine Learning Algorithms to Know in 2024 In other words, they are a form of capturing the semantic meanings of words in a high-dimensional vector space. If the word “apples” appears frequently in our corpus of documents, then the IDF value will be low, reducing the overall TF-IDF score for “apples”. Count Vectorization, also […]