Fold 0 - Understanding why coefficient -138042 was selected
Tag: NATURAL SKINCARE
Selected Coefficient: -138042
Taxonomy Path: -13.3.20
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| -138042 | 8.000000 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | Yes | |
| 0 | 8.000145 | 0 | 0 (0) | No | |
| 1001646822 | 8.000581 | 0.0.65.8.21 | 21.8.65.0.0 (21*83^4 + 8*83^3 + 65*83^2) | No | |
| 2363189 | 11.000000 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 578859 | 12.000000 | 17.2.1.1 | 1.1.2.17 (571787 + 6889 + 2*83 + 17) | No |
These are the training products that have the "NATURAL SKINCARE" tag (processing sequence 4302). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 1001646822 | BRIGHTER SKIN | 1001784864 | COMBINATION SKIN | ||
| 13659 | Soothing Aromatherapy Roller Ball with Geranium, Cypress & Lavender | 2363189 | none | 2501231 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 2363189 | none | 2501231 | none | ||
| 13639 | The Green Parent Magazine - August /Sept 2017 | 578859 | none | 716901 | none | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | 0 | 2018 | 138042 | none | ||
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 0 | BRIGHTER SKIN, SHOWER | 138042 | BATHOIL | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | 0 | BRIGHTER SKIN | 138042 | none | ||
| 13754 | Apricot Geranium & Apricot Palmarosa Gift Set | 0 | BRIGHTER SKIN | 138042 | none | ||
| 13650 | Radiance Saviour Essential Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | COMBINATION | ||
| 13670 | The Ultimate Collection - Radiance Restore | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13651 | Radiance Saviour Complete Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | COMBINATION | ||
| 13652 | Radiance Restore Essentials Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13671 | Radiance Restore Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none |