Fold 1 - Understanding why coefficient 125070 was selected
Tag: BFF
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 125070 | 4.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 162425 | 5.000160 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 193630 | 5.000160 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 19194 | 6.000000 | 76.5.3 | 3.5.76 (3*79^2 + 5*79 + 76) | No |
These are the training products that have the "BFF" tag (processing sequence 3576). 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 | 68560 | none | |
| 18210 | Scarf | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 37355 | none | |
| 18183 | Manicure Case | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 18174 | Aromatherapy Car Vent Clip Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 18203 | Spa Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 18199 | Well Wishes Wrap Bracelet | 19194 | KID | -105876 | none | ||
| 18178 | Fur Decorative Pillow | 0 | PILLOW | -125070 | HOME |