Fold 0 - Understanding why coefficient 162425 was selected
Tag: BFF
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 162425 | 5.012818 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 193630 | 5.012818 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 44162 | 5.025316 | 1.6.7 | 7.6.1 (7*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 125070 | 6.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 69755 | 7.000000 | 77.13.11 | 11.13.77 (11*79^2 + 13*79 + 77) | No |
These are the training products that have the "BFF" tag (processing sequence 3807). 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 |
|---|---|---|---|---|---|---|---|
| 18179 | Lavender Bundle Pin | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 31205 | none | |
| 18210 | Scarf | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 18183 | Manicure Case | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -37355 | none | |
| 18203 | Spa Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -37355 | MAN | |
| 18199 | Well Wishes Wrap Bracelet | 69755 | KID | -92670 | none | ||
| 18192 | Bee Collection by Susan Roberts | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | none | -118263 | none | |
| 18174 | Aromatherapy Car Vent Clip Set | 0 | HOT | -162425 | none | ||
| 18178 | Fur Decorative Pillow | 0 | PILLOW | -162425 | HOME |