Fold 1 - Understanding why coefficient -6351453468 was selected
Tag: ENZYME
Selected Coefficient: -6351453468
Taxonomy Path: -13.3.20.5.5.2
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? |
|---|---|---|---|---|---|
| -6351453468 | 2.000000 | -13.3.20.5.5.2 | -2.5.5.20.3.13 (-(2*79^5 + 5*79^4 + 5*79^3 + 20*79^2 + 3*79 + 13)) | Yes | |
| -3046025 | 2.000000 | -22.5.14.6 | -6.14.5.22 (-(6*79^3 + 14*79^2 + 5*79 + 22)) | No | |
| 6820714258 | 2.000000 | 13.3.2.9.17.2 | 2.17.9.2.3.13 (2*79^5 + 17*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | No |
These are the training products that have the "ENZYME" tag (processing sequence 1290). 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 |
|---|---|---|---|---|---|---|---|
| 11265 | Enzyme Toning Mist - 125ml Pure | 6820714258 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | none | 13172167726 | none | |
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -3046025 | ORGANIC, ADAPTOGENIC, DAIRY FREE | 6348407443 | IMMUNE | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -6351453468 | ACNE, BEAUTY, ECZEMA | 0 | EXFOLIATION, FACE MASK, SCRUB |