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What Does It Mean To Scale Data?

January 24, 2024 by David Martineau

What Does It Mean To Scale Data? Scaling. This means that you’re transforming your data so that it fits within a specific scale, like 0-100 or 0-1. You want to scale data when you’re using methods based on measures of how far apart data points, like support vector machines, or SVM or k-nearest neighbors, or

Why Do You Scale Data?

January 24, 2024 by Leah Jackson

Why Do You Scale Data? When to do scaling? Feature scaling is essential for machine learning algorithms that calculate distances between data. If not scale, the feature with a higher value range starts dominating when calculating distances, as explained intuitively in the “why?” section. What does it mean to scale data? Scaling. This means that