Fold 3 - Understanding why coefficient 335070681 was selected
Tag: SKIN TONING
Selected Coefficient: 335070681
Taxonomy Path: 26.6.13.13.13
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 335070681 | 2.000000 | 26.6.13.13.13 | 13.13.13.6.26 (13*71^4 + 13*71^3 + 13*71^2 + 6*71 + 26) | Yes | |
| 480321449 | 2.000000 | 59.68.0.64.18 | 18.64.0.68.59 (18*71^4 + 64*71^3 + 68*71 + 59) | No | |
| 4040714144 | 2.000000 | 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 1247). 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 | 3705643463 | none | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 480321449 | FACIAL, ANTI-AGEING, ANTI-INFLAMMATORY, ECZEMA | 145250768 | none | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 335070681 | BATH | 0 | none |