Fold 3 - Understanding why coefficient 2078333 was selected
Tag: SLEEPWEAR
Selected Coefficient: 2078333
Taxonomy Path: 1.1.17.4
Taxonomy Name: Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2078333 | 1.000000 | 1.1.17.4 | 4.17.1.1 (4*79^3 + 17*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | Yes |
| -1972156 | 2.000000 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No |
These are the training products that have the "SLEEPWEAR" tag (processing sequence 2711). 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 |
|---|---|---|---|---|---|---|---|
| 11166 | Kids Pyjama Set | 2078333 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | none | 0 | none | |
| 11167 | Mens Pyjama Set | 2078333 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | none | 0 | none | |
| 283 | EZ Dress, SHEER Jersey | -1972156 | JERSEY, PAJAMAS | -4050489 | none |