Tag Coefficient Debug: GEORGE RUSSELL

Fold 2 - Understanding why coefficient -1431644 was selected

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Summary

Tag: GEORGE RUSSELL

Selected Coefficient: -1431644

Taxonomy Path: -0.0.0.4

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 6

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?
-14316444.000201-0.0.0.4-4.0.0.0 (-(4*71^3))Yes
04.00020100 (0)No
4044243074.0003970.0.68.64.1515.64.68.0.0 (15*71^4 + 64*71^3 + 68*71^2)No
-29288934.014085-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))No
-54140354.028169-1.0.9.15-15.9.0.1 (-(15*71^3 + 9*71^2 + 1))No
1245386286.00000013.10.68.63.44.63.68.10.13 (4*71^4 + 63*71^3 + 68*71^2 + 10*71 + 13)No

Products with this Tag

These are the training products that have the "GEORGE RUSSELL" tag (processing sequence 1277). 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
6670Mercedes AMG Petronas F1 2023 Men's Team Softshell Jacket404424307BLACK, MEN, LEWIS HAMILTON405855951none
8760Mercedes AMG Petronas F1 George Russell Mug124538628BLUE, WOMEN, ADULT125970272none
6672Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green0GREEN, MEN, LEWIS HAMILTON1431644none
6673Mercedes AMG Petronas F1 George Russell Sports T-Shirt-1431644BLUE, WOMEN, ADULT0none
6717Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White-2928893BLACK, WHITE, MEN, LEWIS HAMILTON-1497249none
6671Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White-2928893BLACK, WHITE, LEWIS HAMILTON, WOMEN-1497249none
6719Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green-5414035BLACK, WHITE, GREEN, LEWIS HAMILTON, WOMEN, ADULT-3982391none