Fold 4 - Understanding why coefficient -10447594 was selected
Tag: LINGERIE
Selected Coefficient: -10447594
Taxonomy Path: -2.2.15.21
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? |
|---|---|---|---|---|---|
| -10447594 | 3.000000 | -2.2.15.21 | -21.15.2.2 (-(21*79^3 + 15*79^2 + 2*79 + 2)) | Yes | |
| -4000481 | 3.000000 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | 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 3246). 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 | 10447753 | REUSABLE | |
| 131 | Gift Voucher | 11 | Gift Cards | none | 10447605 | none | |
| 282 | EZ Dress, MEDIUM Jersey | -4000481 | SHORT SLEEVE | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | |
| 281 | EZ Dress, LIGHT Jersey | -10447594 | SHORT SLEEVE, PAJAMAS | 0 | none |