Machine Learning
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Clustering
Quick Definition
Grouping similar data points based on feature similarity
Full Definition
Unsupervised learning technique grouping similar data points together based on feature similarity.
Examples
customer segmentation, document grouping, image segmentation
Related Terms
k-means
dbscan
unsupervised-learning
More Machine Learning Terms
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Precision Recall
Metrics measuring positive prediction quality and coverage
Contrastive Learning
Self-supervised learning by contrasting data pairs
Semi-Supervised Learning
Combining small labeled datasets with large unlabeled data
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
Hyperparameter Tuning
Finding optimal configuration values before training