Fold 4 - 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: 8
Unique residual values tried: 4
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 | 1.000595 | -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 | 1.000992 | -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 | 1.001190 | 0 | 0 (0) | No | |
| -4043688786 | 7.000000 | -13.3.2.9.17.2 | -2.17.9.2.3.13 (-(2*71^5 + 17*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | No |
These are the training products that have the "EXFOLIATE" tag (processing sequence 1115). 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 | ||
| 2134 | Moroccan Black Soap Exfoliating Kessa Gift Box - Vanilla | -4043587740 | SKIN CARE | 0 | none | ||
| 2130 | Moroccan Black Soap Exfoliating Kessa Gift Box - Fleur d'Oranger | -4043587740 | SKIN CARE | 0 | none | ||
| 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 | ||
| 2128 | Moroccan Black Soap Exfoliating Kessa Gift Box - Argan Oil | -4043688786 | ARGAN OIL, SKIN CARE | -101046 | none |