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
Regularization
Techniques constraining model complexity to prevent overfitting
Bagging
Training models on random subsets and averaging predictions
Multi-Task Learning
Training one model for multiple related tasks simultaneously
Unsupervised Learning
Discovering hidden patterns in unlabeled data
Confusion Matrix
Table visualizing classifier performance by class predictions
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin