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
Contrastive Learning
Self-supervised learning by contrasting data pairs
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
Active Learning
Algorithm selecting most informative data points for labeling
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Polynomial Regression
Extending linear models with polynomial features for nonlinear data
Cross-Validation
Evaluating model performance with multiple data splits