Fold 4 - Understanding why coefficient 1004148053 was selected
Tag: SKIN TONING
Selected Coefficient: 1004148053
Taxonomy Path: 26.6.13.13.21
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1004148053 | 2.000000 | 26.6.13.13.21 | 21.13.13.6.26 (21*83^4 + 13*83^3 + 13*83^2 + 6*83 + 26) | Yes | |
| 8692396055 | 2.000000 | 26.6.13.13.17.2 | 2.17.13.13.6.26 (2*83^5 + 17*83^4 + 13*83^3 + 13*83^2 + 6*83 + 26) | No | |
| -613640 | 3.000000 | -21.6.6.1 | -1.6.6.21 (-(571787 + 6*83^2 + 6*83 + 21)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 6770). 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! | 8692396055 | FACIAL | 7688248002 | SKINCARE | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 1004148053 | FACIAL | 0 | none | ||
| 3155 | Nutra Organics Collagen Build with BodyBalance | 0 | COLLAGEN | -1004148053 | none | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | -613640 | DIFFUSION, MEDITATION | -1004761693 | none |