Support vector machine (SVM)
Support vector machines (SVM) are supervised learning models used for classification and regression tasks in machine learning.
regression
Gaussian process (machine learning)
Gaussian processes are a powerful statistical tool used in machine learning for regression and classification tasks, offering probabilistic predictions.
Supervised learning
Supervised learning is a type of machine learning where models are trained on labeled data to make predictions or classify new data. It involves using input-output pairs to guide the learning process.
Logistic regression
Logistic regression is a statistical method for predicting binary classes. It models the probability of a certain class or event occurring.
K-nearest neighbors algorithm (KNN)
The K-nearest neighbors algorithm (KNN) is a supervised machine learning algorithm used for classification and regression tasks. It operates by identifying the ‘k’ closest training examples to a query point.