The Art of Selection: Active Learning and its Role in Machine Learning with Limited Labeled Data
Machine learning is a powerful tool for analyzing and predicting complex data. However, it requires large amounts of labeled data to train accurate models. Active learning is a process that aims to minimize the labeled data required for training by interactively selecting the most informative samples for model training. …
The Art of Selection: Active Learning and its Role in Machine Learning with Limited Labeled Data Machine learning is a powerful tool for analyzing and predicting complex data. However, it requires large amounts of labeled data to train accurate models. Active learning is a process that aims to minimize the labeled data required for training by interactively selecting the most informative samples for model training. … deep-learning
Art Selection Active Learning Role Machine Learning Limited Labeled Data Machine learning powerful tool analyzing predicting complex data However requires large amount labeled data train accurate model Active learning process aim minimize labeled data required training interactively selecting informative sample model training … deeplearning