What Types of Machine Learning Algorithms Are Used?
Various types of algorithms are employed in cancer research, including:
Supervised Learning: Used for classification and regression tasks, such as predicting cancer types based on diagnostic features. Unsupervised Learning: Helps in clustering and dimensionality reduction, useful in identifying subtypes of cancer. Deep Learning: A subset of ML that uses neural networks, particularly effective in image analysis and genomic data interpretation.
