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
Machine Learning
AI subset where systems learn patterns from data
UMAP
Fast dimensionality reduction preserving local and global structure
Feature Selection
Identifying the most relevant features for model training
Feature Engineering
Creating and transforming input variables to improve performance
Gradient Boosting
Sequential ensemble method correcting previous model errors
Confusion Matrix
Table visualizing classifier performance by class predictions