Fold 0 - Understanding why coefficient 125070 was selected
Tag: LOTION
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 8
Unique residual values tried: 2
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 | 0.000160 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 250 | 0.001122 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "LOTION" tag (processing sequence 1726). 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 |
|---|---|---|---|---|---|---|---|
| 15500 | ORANGE BLOSSOM HONEY POCKET PACK | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15287 | Classic Grapefruit Blossom Honey Gift Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15288 | Classic Lavender & Beeswax Gift Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15300 | COCONUT AND HONEY POCKET PACK | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15441 | Fruit Basket Lotion Trio | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15444 | GRAPEFRUIT BLOSSOM HONEY POCKET PACK | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15459 | LAVENDER & BEESWAX POCKET PACK | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 15126 | 6.7 OZ JASMINE & HONEY Hand & Body Lotion | 250 | Health & Beauty > Personal Care | none | -124820 | none |