Fold 0 - Understanding why coefficient -2041057 was selected
Tag: HAND CREAM
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -2041057 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| -125065 | 2.000000 | -8.3.20 | -20.3.8 (-(20*79^2 + 3*79 + 8)) | No | |
| 3451273 | 2.000000 | 0.0.0.7 | 7.0.0.0 (7*79^3) | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 1631). 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 |
|---|---|---|---|---|---|---|---|
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 3451273 | GIFT UNDER £30 | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | |
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | -125065 | AWARD WINNING | 1915992 | none | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | -2041057 | AWARD WINNING, GIFT UNDER £30 | 0 | none |