Fold 1 - Understanding why coefficient 81420253 was selected
Tag: PALEO HOT CEREAL
Selected Coefficient: 81420253
Taxonomy Path: 9.2.11.7.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Oats, Grits & Hot Cereal > Porridge
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 81420253 | 0.000000 | 9.2.11.7.2 | 2.7.11.2.9 (2*79^4 + 7*79^3 + 11*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Oats, Grits & Hot Cereal > Porridge | Yes |
These are the training products that have the "PALEO HOT CEREAL" tag (processing sequence 1045). 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 |
|---|---|---|---|---|---|---|---|
| 18469 | Grain-free, Keto Hot Cereal Variety Pack, 7 .oz ea, Pack of 4 | 81420253 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Oats, Grits & Hot Cereal > Porridge | none | 0 | none | |
| 18485 | Grain-free Instant Keto Hot Cereal: Cinnamon Roll, 7oz | 81420253 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Oats, Grits & Hot Cereal > Porridge | none | 0 | none | |
| 18486 | Grain-free Instant Keto Hot Cereal: Toasted Coconut, 7oz | 81420253 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Oats, Grits & Hot Cereal > Porridge | none | 0 | none | |
| 18487 | Grain-free Instant Keto Hot Cereal: Original, 7oz | 81420253 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Oats, Grits & Hot Cereal > Porridge | none | 0 | none |