Fold 3 - Understanding why coefficient -6349918182 was selected
Tag: INFLAMMATION
Selected Coefficient: -6349918182
Taxonomy Path: -13.3.11.2.5.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -6349918182 | 3.000160 | -13.3.11.2.5.2 | -2.5.2.11.3.13 (-(2*79^5 + 5*79^4 + 2*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| -160793374 | 3.000160 | -13.3.10.10.4 | -4.10.10.3.13 (-(4*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13)) | No | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 195723843 | 3.012658 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No | |
| -6351378669 | 4.000000 | -27.4.8.5.5.2 | -2.5.5.8.4.27 (-(2*79^5 + 5*79^4 + 5*79^3 + 8*79^2 + 4*79 + 27)) | No |
These are the training products that have the "INFLAMMATION" tag (processing sequence 1751). 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 |
|---|---|---|---|---|---|---|---|
| 3108 | Green Trading Organic Ashwagandha Capsules | 195723843 | ORGANIC | 6545642025 | none | ||
| 2935 | Absolute Essential Virgin Wheatgerm Oil (Non-GMO) | 0 | SERUM, ANTI-AGEING, BODY OIL, CARRIER OIL, FRAGRANCE-FREE | 6349918182 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -160793374 | KETOGENIC, ADAPTOGENIC, HAIR CARE | 6189124808 | KETOSIS | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -6349918182 | FACIAL, ACNE, ANTI-AGEING, BEAUTY, BODY OIL, CARRIER OIL, FRAGRANCE-FREE | 0 | none | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | -6351378669 | BATHROOM, DERMATITIS, FRAGRANCE-FREE | -1460487 | INSECT BITES |