Fold 4 - Understanding why coefficient -138042 was selected
Tag: SPOTS
Selected Coefficient: -138042
Taxonomy Path: -13.3.20
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 6
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 | 5.000145 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | Yes | |
| 999283633 | 5.001016 | 70.79.53.4.21 | 21.4.53.79.70 (21*83^4 + 4*83^3 + 53*83^2 + 79*83 + 70) | No | |
| 0 | 10.000145 | 0 | 0 (0) | No | |
| 1001646822 | 10.000290 | 0.0.65.8.21 | 21.8.65.0.0 (21*83^4 + 8*83^3 + 65*83^2) | No | |
| -276079 | 12.000000 | -21.6.40 | -40.6.21 (-(40*83^2 + 6*83 + 21)) | No | |
| 289910049 | 12.000000 | 13.3.2.9.6 | 6.9.2.3.13 (6*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "SPOTS" tag (processing sequence 4387). 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 |
|---|---|---|---|---|---|---|---|
| 13674 | Deep Nourish Facial Essence with Rose & Blackcurrant | 1001646822 | BRIGHTER SKIN | 1001784864 | none | ||
| 13700 | Radiance Facial Essence with Rose & Marula | 999283633 | ITCHY SKIN, BRIGHTER SKIN | 999421675 | none | ||
| 13703 | Carrot & Mango Cleansing Butter | 289910049 | none | 290048091 | ORGANIC CLEANSER | ||
| 22114 | Sage Saga Dog Bandana | 0 | DOG BANDANA | 138042 | none | ||
| 14020 | Stay for Drinks She Said | 0 | BLUE AND WHITE | 138042 | none | ||
| 13650 | Radiance Saviour Essential Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13672 | Radiance Saviour Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13671 | Radiance Restore Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13651 | Radiance Saviour Complete Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13652 | Radiance Restore Essentials Collection | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13670 | The Ultimate Collection - Radiance Restore | -138042 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13653 | Radiance Restore Complete Collection | -276079 | SKINCARE SET, BRIGHTER SKIN | -138037 | none |