Explained Variance

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Typical for FA: 30–60%

After transform

Components

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After transform

Samples

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Rows processed

After transform

Computation Time

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Seconds

After transform

Component Plot

2D scatter plot of the reduced components. Colour by label to see class separation.

Scree Plot

Shows explained variance per component — look for the elbow where adding more components stops adding value.

New Feature Preview

PC_1, PC_2 will appear after transformation