Fold 0 - Understanding why coefficient -820360727 was selected
Tag: CARRIER OIL
Selected Coefficient: -820360727
Taxonomy Path: -0.0.70.4.21
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? |
|---|---|---|---|---|---|
| -820360727 | 1.000320 | -0.0.70.4.21 | -21.4.70.0.0 (-(21*79^4 + 4*79^3 + 70*79^2)) | Yes | |
| -737536416 | 1.000320 | -0.0.71.73.18 | -18.73.71.0.0 (-(18*79^4 + 73*79^3 + 71*79^2)) | No | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 7054414744 | 3.000000 | 13.3.2.9.23.2 | 2.23.9.2.3.13 (2*79^5 + 23*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | No |
These are the training products that have the "CARRIER OIL" tag (processing sequence 3133). 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 |
|---|---|---|---|---|---|---|---|
| 3072 | Absolute Essential Arnica Cream (Organic) | 7054414744 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | none | 7874775471 | none | |
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | 0 | WOUND CARE | 820360727 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -737536416 | SERUM | 82824311 | SCARS, HAIR CARE, ANTI-INFLAMMATORY | ||
| 2935 | Absolute Essential Virgin Wheatgerm Oil (Non-GMO) | -820360727 | SERUM | 0 | none |