Fold 2 - Understanding why coefficient 56249 was selected
Tag: WORKOUT
Selected Coefficient: 56249
Taxonomy Path: 1.1.9
Taxonomy Name: Apparel & Accessories > Clothing > One-Pieces
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 56249 | 1.000160 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | Yes |
| 87454 | 1.000160 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| -8569053 | 2.000000 | -2.2.30.17 | -17.30.2.2 (-(17*79^3 + 30*79^2 + 2*79 + 2)) | No |
These are the training products that have the "WORKOUT" tag (processing sequence 4163). 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 |
|---|---|---|---|---|---|---|---|
| 936 | Get Your Flirt On Short | 87454 | Apparel & Accessories > Clothing > Shorts | none | 31205 | none | |
| 965 | Hot Shot Onesie Printed | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | FREE PEOPLEWE THE FREE | |
| 1478 | Black Gumball Board Shorts | -8569053 | ATHLETIC, SWIM, PANTS | -8625302 | BOTTOMS |