Tag Coefficient Debug: LARGE

Fold 0 - Understanding why coefficient 1078918 was selected

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Summary

Tag: LARGE

Selected Coefficient: 1078918

Taxonomy Path: 2.2.1.3

Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food

Products with this tag: 4

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?
10789180.0000062.2.1.33.1.2.2 (3*71^3 + 5041 + 2*71 + 2)Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird FoodYes
783876940.0000062.2.1.6.33.6.1.2.2 (3*71^4 + 6*71^3 + 5041 + 2*71 + 2)Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew ToysNo
1037993750.0000062.2.1.6.44.6.1.2.2 (4*71^4 + 6*71^3 + 5041 + 2*71 + 2)Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging ToysNo

Products with this Tag

These are the training products that have the "LARGE" tag (processing sequence 951). 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
3897Woven Ball Foot Toy103799375Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toysnone102720457MEDIUM
3822Square Woven Foot Toy78387694Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toysnone77308776MEDIUM
3907ZuPreem - FruitBlend - Parrots & Conures1078918Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Foodnone0MEDIUM, SHOP: PARROT FOOD
3910ZuPreem - Natural - Parrots & Conures1078918Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Foodnone0MEDIUM, SHOP: PARROT FOOD