Fold 4 - Understanding why coefficient 479504735 was selected
Tag: SKIN TONING
Selected Coefficient: 479504735
Taxonomy Path: 58.67.51.61.18
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 479504735 | 0.000198 | 58.67.51.61.18 | 18.61.51.67.58 (18*71^4 + 61*71^3 + 51*71^2 + 67*71 + 58) | Yes | |
| 4040714144 | 0.000198 | 58.67.50.0.17.2 | 2.17.0.50.67.58 (2*71^5 + 17*71^4 + 50*71^2 + 67*71 + 58) | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 2090). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 4040714144 | ORGANIC, FACIAL | 3561209409 | none | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 479504735 | FACIAL, ANTI-AGEING, ANTI-INFLAMMATORY | 0 | none |