Fold 0 - Understanding why coefficient -11388329736 was selected
Tag: SKIN TONING
Selected Coefficient: -11388329736
Taxonomy Path: -0.81.6.80.73.2
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? |
|---|---|---|---|---|---|
| -11388329736 | 2.012048 | -0.81.6.80.73.2 | -2.73.80.6.81.0 (-(2*83^5 + 73*83^4 + 80*83^3 + 6*83^2 + 81*83)) | Yes | |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| -613640 | 3.000000 | -21.6.6.1 | -1.6.6.21 (-(571787 + 6*83^2 + 6*83 + 21)) | No | |
| 1052150177 | 3.000000 | 13.1.9.14.22 | 22.14.9.1.13 (22*83^4 + 14*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 6729). 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 |
|---|---|---|---|---|---|---|---|
| 3155 | Nutra Organics Collagen Build with BodyBalance | 1052150177 | CELLULITE | 12440479913 | HORMONE BALANCE, KETOSIS | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 0 | SERUM | 11388329736 | none | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | -613640 | DIFFUSION, MEDITATION | 11387716096 | none | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -11388329736 | ENZYME | 0 | SKINCARE |