Fold 1 - Understanding why coefficient 138042 was selected
Tag: SHOWER
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 138042 | 0.000581 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 2363189 | 0.000871 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "SHOWER" tag (processing sequence 3835). 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 |
|---|---|---|---|---|---|---|---|
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 2363189 | none | 2225147 | ORGANIC CLEANSER | ||
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 2363189 | none | 2225147 | none | ||
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 2363189 | none | 2225147 | none | ||
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 2363189 | none | 2225147 | none | ||
| 13693 | Aromatherapy Candle Indulgence Gift Set - Soothing | 138042 | none | 0 | none | ||
| 13644 | Bath Indulgence Collection | 138042 | none | 0 | none | ||
| 13755 | De-Stress Aromatherapy Candle, Bath Oil Gift Set | 138042 | none | 0 | none | ||
| 13645 | Winter Rose Essentials | 138042 | none | 0 | none | ||
| 13646 | Winter Rose - The Collection | 138042 | none | 0 | none | ||
| 13675 | Aromatherapy Candle Indulgence Gift Set - De-Stress | 138042 | none | 0 | none |