Machine Learning
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DBSCAN
Quick Definition
Density-based clustering finding clusters of varying shapes
Full Definition
A density-based clustering algorithm grouping closely packed points and marking outliers.
Examples
spatial data analysis, anomaly detection, noise filtering
Related Terms
clustering
unsupervised-learning
More Machine Learning Terms
Backpropagation
Algorithm computing gradients for neural network weight updates
Supervised Learning
Learning from labeled training data with input-output pairs
Contrastive Learning
Self-supervised learning by contrasting data pairs
Online Learning
Updating models incrementally as new data arrives
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Unsupervised Learning
Discovering hidden patterns in unlabeled data