Tag Coefficient Debug: SERGIO PEREZ

Fold 2 - Understanding why coefficient -986078 was selected

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Summary

Tag: SERGIO PEREZ

Selected Coefficient: -986078

Taxonomy Path: -0.0.0.2

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 3

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?
-9860782.000006-0.0.0.2-2.0.0.0 (-(2*79^3))Yes
02.00000600 (0)No
-35324866.000000-1.1.13.7-7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1))No

Products with this Tag

These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2569). 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
6765Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy0APPAREL986078none
6778Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy0APPAREL986078none
6795Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy0APPAREL986078none
6793Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy-986078APPAREL0none
6860Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy-986078APPAREL0none
6776Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy-986078APPAREL0none
8912Red Bull Racing F1 New Era Kids Team Cuff Beanie-3532486MAX VERSTAPPEN, ACCESSORIES-2546408none
8891Red Bull Racing F1 New Era Team Cuff Beanie-3532486MAX VERSTAPPEN, ACCESSORIES-2546408none