Fold 2 - Understanding why coefficient 262 was selected
Tag: COCOA BUTTER
Selected Coefficient: 262
Taxonomy Path: 13.3
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? |
|---|---|---|---|---|---|
| 262 | 4.000290 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 12104235 | 4.000290 | 13.3.14.21 | 21.14.3.13 (21*83^3 + 14*83^2 + 3*83 + 13) | No | |
| 5035742149 | 4.000290 | 13.3.2.9.23.1 | 1.23.9.2.3.13 (3939040643 + 23*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Butters | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 570531 | 5.000000 | 72.67.82 | 82.67.72 (82*83^2 + 67*83 + 72) | No |
These are the training products that have the "COCOA BUTTER" tag (processing sequence 5368). 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 |
|---|---|---|---|---|---|---|---|
| 2080 | Cocoa Butter with Argan Oil - 100% pure, virigin grade | 5035742149 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Butters | none | 5035741887 | none | |
| 20243 | Fresh | 12104235 | none | 12103973 | none | ||
| 29677 | Queen's Secret Whipped Body Butter | 570531 | BLACK WOMEN, MYRRH, NATURALISTA, ROOIBOS, CREATIVE | 570269 | ANTI-AGING, RISE N GRIND, HERBS | ||
| 29682 | Divine Delight Whipped Body Butter | 570531 | BLACK WOMEN, MYRRH, NATURALISTA, ROOIBOS, CREATIVE | 570269 | ANTI-AGING, RISE N GRIND, HERBS | ||
| 20280 | Sparkling Citrus | 262 | none | 0 | none | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | 0 | FACE & BODY CLEANSERS | -262 | BREAKOUTS/BLEMISHES | ||
| 2081 | African Black Soap - Hand packed - 1 lb | 0 | FACE & BODY CLEANSERS | -262 | BREAKOUTS/BLEMISHES |