Tag Coefficient Debug: ABSTRACT

Fold 3 - Understanding why coefficient -1385718 was selected

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Summary

Tag: ABSTRACT

Selected Coefficient: -1385718

Taxonomy Path: -11.63.61.3

Taxonomy Name:

Products with this tag: 11

Unique residual values tried: 8

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
-13857187.000006-11.63.61.3-3.61.63.11 (-(3*71^3 + 61*71^2 + 63*71 + 11))Yes
459267.00000660.7.99.7.60 (9*71^2 + 7*71 + 60)No
726107199.00000013.2.62.60.22.60.62.2.13 (2*71^4 + 60*71^3 + 62*71^2 + 2*71 + 13)No
696818269.00000312.1.49.52.22.52.49.1.12 (2*71^4 + 52*71^3 + 49*71^2 + 71 + 12)No
711134709.00000312.1.49.56.22.56.49.1.12 (2*71^4 + 56*71^3 + 49*71^2 + 71 + 12)No
-29288939.000198-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))No
-29440169.000198-1.1.16.8-8.16.1.1 (-(8*71^3 + 16*71^2 + 71 + 1))No
518610.0000003.2.11.2.3 (5041 + 2*71 + 3)Arts & Entertainment > Hobbies & Creative Arts > Arts & CraftsNo

Products with this Tag

These are the training products that have the "ABSTRACT" tag (processing sequence 354). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
7907Retro Mesh Blue Series #1.5 (2)72610719BLUE73996437BRIGHT COLORS
7908Retro Mesh Series #1.5 (2)72610719BLUE, ORANGE, YELLOW73996437BRIGHT COLORS
7906Retro Mesh Black Series #1.571113470BLACK, WHITE72499188none
7909Retro Mesh Series #1.5 (3)69681826BLACK, BLUE, ORANGE, YELLOW71067544BRIGHT COLORS, SQUARE
7913The Warm Set45926SILVER, ORANGE, YELLOW1431644none
7912The Midnight Set45926SILVER1431644none
3967"Hot Like A Lizard In The Sun"5186Arts & Entertainment > Hobbies & Creative Arts > Arts & Craftsnone1390904FEATURED
7911The Earth Set-1385718BLUE, SILVER, YELLOW0none
7914Violet Storm-1385718BLUE, SILVER, YELLOW0none
7893She Escaped: Down River Among Volkswagen Fishies-2928893BLACK, BLUE, WHITE, BROWN, ORANGE-1543175ACRYLIC, BEIGE, BRIGHT COLORS
7880She Escaped: Among Frilly Feathered Top Hats-2944016BLACK, BLUE, WHITE, BROWN, ORANGE, TAN-1558298ACRYLIC, BEIGE, BRIGHT COLORS, SQUARE