Fold 0 - Understanding why coefficient -2225147 was selected
Tag: BATHOIL
Selected Coefficient: -2225147
Taxonomy Path: -0.0.74.3
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 5
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 | 4.000435 | -0.0.74.3 | -3.74.0.0 (-(3*83^3 + 74*83^2)) | Yes | |
| 0 | 4.000581 | 0 | 0 (0) | No | |
| 5 | 9.000000 | 5 | 5 (5) | No | |
| -2087105 | 9.000145 | -70.79.53.3 | -3.53.79.70 (-(3*83^3 + 53*83^2 + 79*83 + 70)) | No | |
| 138042 | 9.000145 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No |
These are the training products that have the "BATHOIL" tag (processing sequence 5201). 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 |
|---|---|---|---|---|---|---|---|
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 138042 | BRIGHTER SKIN, SHOWER, NATURAL SKINCARE | 2363189 | none | ||
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | 5 | none | 2225152 | none | ||
| 13637 | Wellbeing Aromatherapy Gift Set - Rescue Me | 5 | none | 2225152 | none | ||
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 0 | BRIGHTER SKIN, SHOWER | 2225147 | none | ||
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 0 | BRIGHTER SKIN, SHOWER | 2225147 | none | ||
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 0 | BRIGHTER SKIN, SHOWER | 2225147 | none | ||
| 13675 | Aromatherapy Candle Indulgence Gift Set - De-Stress | -2087105 | SHOWER | 138042 | none | ||
| 13644 | Bath Indulgence Collection | -2225147 | BRIGHTER SKIN, SHOWER | 0 | none | ||
| 13645 | Winter Rose Essentials | -2225147 | BRIGHTER SKIN, SHOWER | 0 | none | ||
| 13646 | Winter Rose - The Collection | -2225147 | BRIGHTER SKIN, SHOWER | 0 | none | ||
| 13648 | Aromatherapy Gift Set - Calming Rose Treats | -2225147 | BRIGHTER SKIN, SHOWER | 0 | none |