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
Naive Bayes
Probabilistic classifier using Bayes theorem with independence
Ridge Regression
Regularized regression using L2 penalty to prevent overfitting
Loss Function
Math function measuring prediction vs actual value difference
Overfitting
When a model learns training data noise and fails on new data
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Feature Engineering
Creating and transforming input variables to improve performance