Fold 3 - Understanding why coefficient 5 was selected
Tag: HAND CREAM
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
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? |
|---|---|---|---|---|---|
| 5 | 2.000000 | 5 | 5 (5) | Bundles | Yes |
| 3451273 | 2.000000 | 0.0.0.7 | 7.0.0.0 (7*79^3) | No | |
| 4207184 | 2.000000 | 39.9.42.8 | 8.42.9.39 (8*79^3 + 42*79^2 + 9*79 + 39) | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 1633). 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 |
|---|---|---|---|---|---|---|---|
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | 4207184 | AWARD WINNING | 4207179 | none | ||
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 3451273 | ANTI-AGEING | 3451268 | none | ||
| 13637 | Wellbeing Aromatherapy Gift Set - Rescue Me | 5 | Bundles | AWARD WINNING, BATHOIL | 0 | none |