Fold 3 - Understanding why coefficient -11152182453 was selected
Tag: SKIN TONING
Selected Coefficient: -11152182453
Taxonomy Path: -1.7.7.82.68.2
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? |
|---|---|---|---|---|---|
| -11152182453 | 3.000000 | -1.7.7.82.68.2 | -2.68.82.7.7.1 (-(2*83^5 + 68*83^4 + 82*83^3 + 7*83^2 + 7*83 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 8690032866 | 3.000000 | 13.3.2.9.17.2 | 2.17.9.2.3.13 (2*83^5 + 17*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 12057244656 | 3.000000 | 75.79.78.4.5.3 | 3.5.4.78.79.75 (3*83^5 + 5*83^4 + 4*83^3 + 78*83^2 + 79*83 + 75) | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 6755). 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 |
|---|---|---|---|---|---|---|---|
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 12057244656 | DIFFUSION, MEDITATION, UPLIFTING | 23209427109 | none | ||
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 8690032866 | none | 19842215319 | SKINCARE, FACE, BEAUTY | ||
| 3155 | Nutra Organics Collagen Build with BodyBalance | 0 | COLLAGEN, DIGESTION, POWDER | 11152182453 | CLEANSE, BEAUTY | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -11152182453 | SCRUB, ENZYME | 0 | SKINCARE, BEAUTY, BODY |