Fold 0 - Understanding why coefficient -124820 was selected
Tag: FACE & BODY CLEANSERS
Selected Coefficient: -124820
Taxonomy Path: -0.0.20
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -124820 | 4.000481 | -0.0.20 | -20.0.0 (-(20*79^2)) | Yes | |
| 39330782 | 4.000483 | 0.0.61.0.1 | 1.0.61.0.0 (38950081 + 61*79^2) | No | |
| 238025499 | 4.000483 | 0.0.61.8.6 | 6.8.61.0.0 (6*79^4 + 8*79^3 + 61*79^2) | No | |
| -824317521 | 4.000641 | -0.0.72.12.21 | -21.12.72.0.0 (-(21*79^4 + 12*79^3 + 72*79^2)) | No | |
| 250 | 5.000160 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| 238150569 | 5.000481 | 13.3.2.9.6 | 6.9.2.3.13 (6*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | No |
These are the training products that have the "FACE & BODY CLEANSERS" tag (processing sequence 1337). 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 |
|---|---|---|---|---|---|---|---|
| 2136 | Moroccan "BELDI" Black Soap - Monoi - 8 oz | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | 238275389 | none | |
| 2120 | Moroccan "BELDI" Black Soap - Argan Oil - 8 oz | 238025499 | ARGAN OIL | 238150319 | none | ||
| 2114 | Moroccan "BELDI" Black Soap Argan Oil - 5 Kilo | 39330782 | ARGAN OIL | 39455602 | none | ||
| 2119 | Moroccan "BELDI" Black Soap - Amber Musk - 16 oz Value Size | 250 | Health & Beauty > Personal Care | none | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none |
| 2135 | Moroccan "Beldi" Black Soap Lavender - 16 oz Value Size | 250 | Health & Beauty > Personal Care | none | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none |
| 2117 | Moroccan "BELDI" Black Soap - Vanilla -8 oz | 250 | Health & Beauty > Personal Care | none | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none |
| 2121 | Moroccan "Beldi" Black Soap - Argan - 16 oz Value Size | -124820 | ARGAN OIL | 0 | none | ||
| 2122 | Moroccan "BELDI" Black Soap Eucalyptus - 8 oz | -124820 | EUCALYPTUS | 0 | none | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -824317521 | ARGAN OIL, BREAKOUTS/BLEMISHES | -824192701 | SHEA BUTTER |