Fold 4 - Understanding why coefficient -4043688560 was selected
Tag: FACE & BODY CLEANSERS
Selected Coefficient: -4043688560
Taxonomy Path: -0.0.2.9.17.2
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -4043688560 | 3.000595 | -0.0.2.9.17.2 | -2.17.9.2.0.0 (-(2*71^5 + 17*71^4 + 9*71^3 + 2*71^2)) | Yes | |
| -3887987193 | 3.000992 | -0.0.0.0.11.2 | -2.11.0.0.0.0 (-(2*71^5 + 11*71^4)) | No | |
| 0 | 3.000992 | 0 | 0 (0) | No | |
| 155600547 | 3.001190 | 0.0.53.8.6 | 6.8.53.0.0 (6*71^4 + 8*71^3 + 53*71^2) | No | |
| -3888088239 | 7.000198 | -13.3.20.0.11.2 | -2.11.0.20.3.13 (-(2*71^5 + 11*71^4 + 20*71^2 + 3*71 + 13)) | No | |
| -101046 | 7.000198 | -13.3.20 | -20.3.13 (-(20*71^2 + 3*71 + 13)) | No | |
| -4043789606 | 7.000397 | -13.3.22.9.17.2 | -2.17.9.22.3.13 (-(2*71^5 + 17*71^4 + 9*71^3 + 22*71^2 + 3*71 + 13)) | No |
These are the training products that have the "FACE & BODY CLEANSERS" tag (processing sequence 1127). 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 |
|---|---|---|---|---|---|---|---|
| 2123 | Moroccan "BELDI" Black Soap Eucalyptus - 16 oz Value Size | 155600547 | SKIN CARE, EUCALYPTUS | 4199289107 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | 0 | SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES | 4043688560 | SHEA BUTTER | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -101046 | ARGAN OIL, SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES | 4043587514 | SHEA BUTTER | ||
| 2136 | Moroccan "BELDI" Black Soap - Monoi - 8 oz | -3887987193 | SKIN CARE | 155701367 | none | ||
| 2120 | Moroccan "BELDI" Black Soap - Argan Oil - 8 oz | -3888088239 | ARGAN OIL, SKIN CARE | 155600321 | none | ||
| 2118 | Moroccan "BELDI" Black Soap Amber Musk - 8 oz | -4043688560 | SKIN CARE | 0 | none | ||
| 2117 | Moroccan "BELDI" Black Soap - Vanilla -8 oz | -4043688560 | SKIN CARE | 0 | none | ||
| 2135 | Moroccan "Beldi" Black Soap Lavender - 16 oz Value Size | -4043688560 | SKIN CARE | 0 | none | ||
| 2115 | Moroccan "BELDI" Black Soap - Lavender - 8 oz | -4043688560 | SKIN CARE | 0 | none | ||
| 2121 | Moroccan "Beldi" Black Soap - Argan - 16 oz Value Size | -4043789606 | ARGAN OIL, SKIN CARE | -101046 | none |