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The Learning Vector Quantization 3 (LVQ 3) classification to digits data.

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lvq3_digits

Hello, this is a classification of digits datasets using Learning Vector Quantization 3 (LVQ 3).

Digits dataset formed as dictionary with keys as features like:

  1. data (array shaped as 64)
  2. target
  3. frame
  4. feature_name
  5. images(array shaped as 8x8 to visualize its image)
  6. target_names (0-9)

If you view the images using pyplot, this is a result below:

alt text

From testing with different parameters, this results a best accuracy of 87.04% If any questions, kindly send me mail through jonathanrey18@yahoo.co.id or post your issues above.