Fold 2 - Understanding why coefficient 125070 was selected
Tag: SKINCARE SET
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: 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 | 1.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 5 | 6.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "SKINCARE SET" tag (processing sequence 1750). 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 |
|---|---|---|---|---|---|---|---|
| 13671 | Radiance Restore Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | DRY MATURE SKIN | |
| 13652 | Radiance Restore Essentials Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | DRY MATURE SKIN | |
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | DRY MATURE SKIN | |
| 13651 | Radiance Saviour Complete Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13672 | Radiance Saviour Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13714 | Best Sellers Capsule Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13653 | Radiance Restore Complete Collection | 5 | Bundles | none | -125065 | DRY MATURE SKIN |