Fold 1 - Understanding why coefficient -124820 was selected
Tag: FACE & BODY CLEANSERS
Selected Coefficient: -124820
Taxonomy Path: -0.0.20
Taxonomy Name:
Products with this tag: 11
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 | 4.000320 | -0.0.20 | -20.0.0 (-(20*79^2)) | Yes | |
| -311725468 | 4.000321 | -0.0.20.0.8 | -8.0.20.0.0 (-(8*79^4 + 20*79^2)) | No | |
| 238025499 | 4.000801 | 0.0.61.8.6 | 6.8.61.0.0 (6*79^4 + 8*79^3 + 61*79^2) | No | |
| -711724 | 8.000160 | -13.3.35.1 | -1.35.3.13 (-(493039 + 35*79^2 + 3*79 + 13)) | No | |
| -249890 | 8.000320 | -13.3.40 | -40.3.13 (-(40*79^2 + 3*79 + 13)) | No | |
| -311600398 | 10.000000 | -66.75.78.78.7 | -7.78.78.75.66 (-(7*79^4 + 78*79^3 + 78*79^2 + 75*79 + 66)) | No |
These are the training products that have the "FACE & BODY CLEANSERS" tag (processing sequence 1330). 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 | 238025499 | SKIN CARE | 238150319 | none | ||
| 2123 | Moroccan "BELDI" Black Soap Eucalyptus - 16 oz Value Size | 238025499 | SKIN CARE | 238150319 | none | ||
| 2118 | Moroccan "BELDI" Black Soap Amber Musk - 8 oz | -124820 | SKIN CARE | 0 | none | ||
| 2119 | Moroccan "BELDI" Black Soap - Amber Musk - 16 oz Value Size | -124820 | SKIN CARE | 0 | none | ||
| 2117 | Moroccan "BELDI" Black Soap - Vanilla -8 oz | -124820 | SKIN CARE | 0 | none | ||
| 2122 | Moroccan "BELDI" Black Soap Eucalyptus - 8 oz | -124820 | SKIN CARE | 0 | none | ||
| 2121 | Moroccan "Beldi" Black Soap - Argan - 16 oz Value Size | -249890 | ARGAN OIL, SKIN CARE | -125070 | none | ||
| 2115 | Moroccan "BELDI" Black Soap - Lavender - 8 oz | -711724 | LAVENDER, SKIN CARE | -586904 | none | ||
| 2135 | Moroccan "Beldi" Black Soap Lavender - 16 oz Value Size | -711724 | LAVENDER, SKIN CARE | -586904 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -311600398 | SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES | -311475578 | SHEA BUTTER | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -311725468 | ARGAN OIL, SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES | -311600648 | SHEA BUTTER |