Tag Coefficient Debug: MD

Fold 1 - Understanding why coefficient -1198431 was selected

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Summary

Tag: MD

Selected Coefficient: -1198431

Taxonomy Path: -1.2.34.2

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 7

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?
-1062564.012818-1.2.17-17.2.1 (-(17*79^2 + 2*79 + 1))No
-11984314.012818-1.2.34.2-2.34.2.1 (-(2*79^3 + 34*79^2 + 2*79 + 1))Yes
-90308074.025316-1.1.25.18-18.25.1.1 (-(18*79^3 + 25*79^2 + 79 + 1))No
749232055.0001600.0.76.72.11.72.76.0.0 (38950081 + 72*79^3 + 76*79^2)No
05.00016000 (0)No
-5991146.000000-57.78.16.1-1.16.78.57 (-(493039 + 16*79^2 + 78*79 + 57))No
43507016.00000013.9.65.88.65.9.13 (8*79^3 + 65*79^2 + 9*79 + 13)No

Products with this Tag

These are the training products that have the "MD" tag (processing sequence 2021). 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
10577Mercedes AMG Petronas F1 Bomber Jacket74923205APPAREL76121636none
8720Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black4350701ACCESSORIES55491322022
6671Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White0LEWIS HAMILTON, APPAREL, GEORGE RUSSELL1198431none
8670BMW Motorsports Puma Beanie- Black-1062562021, ACCESSORIES1092175none
8878Mercedes Benz AMG Petronas F1 Water Bottle-Black-599114ACCESSORIES5993172022
8719Red Bull Racing F1 Lanyard - Navy-11984312021, ACCESSORIES0none
8689Porsche Design Women's Functional Pique Polo - Dark Blue-9030807BLUE, APPAREL-7832376none