Principal Component Analysis

goML
Method to simplify large datasets into smaller sets while maintaining significant patterns and trends through dimensionality reduction
ChatGPT Definition (GPT-4o)
A technique that reduces the number of features in data by finding combinations that capture the most variance, simplifying analysis.
Gemini (2.0)
A dimensionality reduction technique that identifies the principal components (directions of maximum variance) in data.
Claude (3.7)
Dimensionality reduction technique transforming data into uncorrelated variables (principal components) preserving maximum variance.

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