BTS Sales Engagement Hub, Oracle Artificial Intelligence (AI)
Naive Bayes is a supervised machine learning algorithm consisting of three main types (Gaussian, Multinomial & Bernoulli). This probability-based algorithm is mainly used for classification tasks by using the relationships between different features to predict the...BTS Sales Engagement Hub, Oracle Artificial Intelligence (AI)
Random Forest is a supervised machine learning algorithm used for both classification and regression tasks. It is based on the idea of combining multiple decision trees to produce a stronger and more reliable model. Instead of relying on a single tree, Random Forest...BTS Sales Engagement Hub, Oracle Artificial Intelligence (AI)
Minimum Description Length, often shortened to MDL, is a principle used in machine learning and data analysis to help identify models that best explain a dataset while avoiding unnecessary complexity. The main idea behind MDL is that the best model is one that...BTS Sales Engagement Hub, Oracle Artificial Intelligence (AI)
Neural networks are a machine learning technique inspired by the way the human brain processes information. They are designed to recognise patterns, learn from data, and make predictions by analysing relationships between inputs and outputs. Neural networks are...BTS Sales Engagement Hub, Oracle Artificial Intelligence (AI)
Decision trees are a supervised machine learning technique used for both classification and regression tasks. They work by breaking down a problem into a series of simple decisions, creating a tree like structure of rules that lead to a final outcome. Each step in the...BTS Sales Engagement Hub, Oracle Artificial Intelligence (AI)
XGBoost, short for Extreme Gradient Boosting, is a powerful machine learning algorithm used mainly for supervised learning tasks such as classification and regression. It is based on the idea of combining multiple simple models, typically decision trees, to create a...
