Fold 0 - Understanding why coefficient -20164 was selected
Tag: CHRISTMAS PRESSIE
Selected Coefficient: -20164
Taxonomy Path: -0.0.4
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? |
|---|---|---|---|---|---|
| -20164 | 2.000198 | -0.0.4 | -4.0.0 (-(4*71^2)) | Yes | |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| 111045 | 2.000198 | 1.2.22 | 22.2.1 (22*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 131209 | 2.000198 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "CHRISTMAS PRESSIE" tag (processing sequence 575). 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 |
|---|---|---|---|---|---|---|---|
| 287 | Snood - Wine | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 151373 | Apparel & Accessories > Clothing Accessories > Wristbands | CORPORATE CHRISTMAS GIFTS, HAND MADE |
| 286 | Snood - Rust | 111045 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | CORPORATE CHRISTMAS GIFTS, HAND MADE |
| 177 | ... | 0 | CHRISTMAS GIFT | 20164 | none | ||
| 167 | . | -20164 | CHRISTMAS GIFT | 0 | none |