Fold 4 - Understanding why coefficient -2363189 was selected
Tag: FACIAL
Selected Coefficient: -2363189
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2363189 | 4.000000 | -13.3.11.4 | -4.11.3.13 (-(4*83^3 + 11*83^2 + 3*83 + 13)) | Yes | |
| 954326543 | 4.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 1001784864 | 4.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 8690032866 | 4.000000 | 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 | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "FACIAL" tag (processing sequence 4207). 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! | 8690032866 | none | 8692396055 | SKIN TONING, SKINCARE | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 1001784864 | none | 1004148053 | SKIN TONING | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 954326543 | none | 956689732 | REVITALISING, COLLAGEN, SCARS, TOPICAL REMEDIES | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 0 | DIFFUSION | 2363189 | OIL, HYGIENE, SKINCARE | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -2363189 | WOUND CARE, BODY OIL | 0 | none | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -2363189 | WOUND CARE, BODY OIL | 0 | none | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | -2363189 | DIFFUSION, BODY OIL | 0 | none |