Fold 3 - Understanding why coefficient -2078333 was selected
Tag: LINGERIE
Selected Coefficient: -2078333
Taxonomy Path: -1.1.17.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 3.000000 | -1.1.17.4 | -4.17.1.1 (-(4*79^3 + 17*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 11 | 3.000000 | 11 | 11 (11) | Gift Cards | No |
| 159 | 3.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
These are the training products that have the "LINGERIE" tag (processing sequence 3233). 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 |
|---|---|---|---|---|---|---|---|
| 7814 | Green Fairy | 159 | Apparel & Accessories > Clothing Accessories | none | 2078492 | none | |
| 131 | Gift Voucher | 11 | Gift Cards | none | 2078344 | none | |
| 282 | EZ Dress, MEDIUM Jersey | 0 | SHORT SLEEVE, FABRIC | 2078333 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | none | |
| 283 | EZ Dress, SHEER Jersey | -2078333 | SHORT SLEEVE, SLEEPWEAR, FABRIC | 0 | none |