Machine Learning
24 views
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
Linear Regression
Modeling variable relationships by fitting a linear equation
Survival Analysis
Statistical methods analyzing time until an event occurs
Learning Rate
Hyperparameter controlling gradient descent step size
Dimensionality Reduction
Reducing feature count while preserving important information
ARIMA
Statistical model for time series analysis and forecasting
Gaussian Mixture Model
Probabilistic model using multiple Gaussian distributions