Fold 1 - Understanding why coefficient 131209 was selected
Tag: SWEATERS
Selected Coefficient: 131209
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 131209 | 3.000198 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 2464906 | 3.000198 | 70.68.62.6 | 6.62.68.70 (6*71^3 + 62*71^2 + 68*71 + 70) | No | |
| 2777448 | 3.000198 | 70.68.53.7 | 7.53.68.70 (7*71^3 + 53*71^2 + 68*71 + 70) | No | |
| 7692709 | 3.000198 | 1.2.35.21 | 21.35.2.1 (21*71^3 + 35*71^2 + 2*71 + 1) | No | |
| 1431644 | 4.000000 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No |
These are the training products that have the "SWEATERS" tag (processing sequence 1294). 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 |
|---|---|---|---|---|---|---|---|
| 857 | Clarkson | 7692709 | CASUAL, BEST SELLER, DATE NIGHT, EASY, SOFT | 7561500 | none | ||
| 920 | Felize | 2777448 | CASUAL, EASY | 2646239 | none | ||
| 1023 | Moss Stripe Crew | 2464906 | CASUAL, BEST DRESS, EASY, FIGURE FLATTERING, SOFT | 2333697 | none | ||
| 856 | City | 1431644 | ESSENTIEL ANTWERP, EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES | 1300435 | none | ||
| 1025 | Naya | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | CASUAL, BEST SELLER, EASY, SOFT | 0 | none |