Fold 1 - Understanding why coefficient 3002001 was selected
Tag: KNIGHT
Selected Coefficient: 3002001
Taxonomy Path: 1.1.7.6
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 3002001 | 0.000000 | 1.1.7.6 | 6.7.1.1 (6*79^3 + 7*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | Yes |
These are the training products that have the "KNIGHT" tag (processing sequence 1020). 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 |
|---|---|---|---|---|---|---|---|
| 24165 | 2pc. Maternity Shorts PJ Set | 3002001 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | none | 0 | none | |
| 24166 | 2pc. Maternity Shorts PJ Set | 3002001 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | none | 0 | none | |
| 24167 | 2pc. Maternity Shorts PJ Set | 3002001 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | none | 0 | none |