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
Cross-Validation
Evaluating model performance with multiple data splits
Markov Chain
Stochastic model where events depend only on previous state
Backpropagation
Algorithm computing gradients for neural network weight updates
ROC Curve
Plot showing classifier performance across thresholds
Supervised Learning
Learning from labeled training data with input-output pairs
Bayesian Optimization
Optimizing expensive functions using a probabilistic model