Other common machine learning regression algorithms (short of neural networks) include Naive Bayes, Decision Tree, K-Nearest Neighbors, LVQ (Learning Vector Quantization), LARS Lasso, Elastic Net ...

Machine learning algorithms are the engines of machine learning ... XGBoost (eXtreme Gradient Boosting) is a scalable, end-to-end, tree-boosting system that has produced state-of-the-art results ...

In the decision tree chapter, you will go through the ... but seeing under the hood of the machine learning algorithm is a rewarding experience. In many of the book’s chapters, you’ll use ...

And, unlike standard “if-then” algorithms, machine-learning ... with methods relying on neural networks. Decision-tree-based machine-learning methods allow, in theory, for determining the ...

Long-read sequencing technologies analyze long, continuous stretches of DNA. These methods have the potential to improve ...