Fold 0 - Understanding why coefficient 2225147 was selected
Tag: SHOWER
Selected Coefficient: 2225147
Taxonomy Path: 0.0.74.3
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 2225147 | 1.000581 | 0.0.74.3 | 3.74.0.0 (3*83^3 + 74*83^2) | Yes | |
| 0 | 1.000581 | 0 | 0 (0) | No | |
| 138042 | 8.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No |
These are the training products that have the "SHOWER" tag (processing sequence 4245). 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 |
|---|---|---|---|---|---|---|---|
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 2225147 | BRIGHTER SKIN | 0 | BATHOIL | ||
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 2225147 | BRIGHTER SKIN | 0 | BATHOIL | ||
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 2225147 | BRIGHTER SKIN | 0 | BATHOIL | ||
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 2225147 | BRIGHTER SKIN | 0 | NATURAL SKINCARE, BATHOIL | ||
| 13675 | Aromatherapy Candle Indulgence Gift Set - De-Stress | 138042 | none | -2087105 | BATHOIL | ||
| 13644 | Bath Indulgence Collection | 0 | BRIGHTER SKIN | -2225147 | BATHOIL | ||
| 13648 | Aromatherapy Gift Set - Calming Rose Treats | 0 | BRIGHTER SKIN | -2225147 | BATHOIL | ||
| 13646 | Winter Rose - The Collection | 0 | BRIGHTER SKIN | -2225147 | BATHOIL | ||
| 13645 | Winter Rose Essentials | 0 | BRIGHTER SKIN | -2225147 | BATHOIL |