Octile: An octile is a statistical value that divides a set of data into eight equal parts.
Definition of Gradient Boosting Gradient Boosting: Gradient boosting is a machine learning technique that combines a number of weaker models to produce a stronger model. It does this by constructing a model that takes into account the predictions of the weaker models, and uses this information to make its own predictions. What is Gradient Boosting…
Definition of Data Structure Data Structure: A data structure is a way of organizing and storing data. Data structures can be simple, like an array of numbers, or more complex, like a tree. What is a Data Structure used for? A data structure is a way of organizing data so that it can be efficiently…
Active Learning is a type of machine learning where the algorithm actively chooses which data points to use in order to learn from.
Definition of One-hot encoding One-hot encoding: One-hot encoding is a technique used in machine learning to represent categorical variables as a vector of binary values. In one-hot encoding, each category is represented by a unique integer value, and the remaining values are set to 0. For example, if there are three categories, A, B, and…