Conversion of text to numeric form requires a large amount of memory and it is time-consuming also. This paper presents various vectorization techniques and their comparison in terms of memory ...

Step 4: Extracting vectors from text (Vectorization) It’s difficult to work with text data while building Machine learning models since these models need well-defined numerical data. The process to ...

The project has text vectorization, handling big data with merging and cleaning the text and getting the required columns while boosting the performance by feature extraction and parameter tuning for ...

Ensemble Text Classification with TF-IDF Vectorization for Hate Speech Detection in Social Media Abstract: The development of artificial intelligence (AI) has changed how hate speech is detected. In ...