Fold 0 - Understanding why coefficient -4043587740 was selected
Tag: EXFOLIATE
Selected Coefficient: -4043587740
Taxonomy Path: -0.0.53.8.17.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4043587740 | 0.000595 | -0.0.53.8.17.2 | -2.17.8.53.0.0 (-(2*71^5 + 17*71^4 + 8*71^3 + 53*71^2)) | Yes | |
| -4043633109 | 0.000793 | -0.0.62.8.17.2 | -2.17.8.62.0.0 (-(2*71^5 + 17*71^4 + 8*71^3 + 62*71^2)) | No | |
| 0 | 0.000992 | 0 | 0 (0) | No |
These are the training products that have the "EXFOLIATE" tag (processing sequence 1125). 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 |
|---|---|---|---|---|---|---|---|
| 2129 | Moroccan Black Soap Exfoliating Kessa Gift Box - Eucalyptus | 0 | SKIN CARE, EUCALYPTUS | 4043587740 | none | ||
| 2127 | Moroccan Black Soap Exfoliating Kessa Gift Box - Amber Musk | -4043587740 | SKIN CARE | 0 | none | ||
| 2131 | Moroccan Black Soap Exfoliating Kessa Gift Box - Lavender | -4043587740 | SKIN CARE | 0 | EXFOLIATION | ||
| 2132 | Moroccan Black Soap Exfoliating Kessa Gift Box - Monoi | -4043587740 | SKIN CARE | 0 | none | ||
| 2097 | Kessa Original Exfoliating Glove - Charcoal Black | -4043633109 | SKIN CARE | -45369 | EXFOLIATION | ||
| 2098 | Kessa Original Exfoliating Glove - Deep Pink | -4043633109 | SKIN CARE | -45369 | EXFOLIATION |