Fold 3 - Understanding why coefficient 125070 was selected
Tag: HOT
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 4
Unique residual values tried: 3
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 | 2.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 174999 | 3.000000 | 14.3.28 | 28.3.14 (28*79^2 + 3*79 + 14) | Home & Garden > Decor > Dried Flowers | No |
These are the training products that have the "HOT" tag (processing sequence 3221). 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 |
|---|---|---|---|---|---|---|---|
| 18204 | Crafting Lavender | 174999 | Home & Garden > Decor > Dried Flowers | none | 49929 | HOME | |
| 18174 | Aromatherapy Car Vent Clip Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | MOM | |
| 18180 | Lavender Pedi Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | BATH & BODY | |
| 14165 | Brazilian Bikini Women Solid Swimwear Micro Swimsuit Mini | 0 | BIKINI | -125070 | none |