Fold 2 - Understanding why coefficient 424388 was selected
Tag: BLACKFRI2022
Selected Coefficient: 424388
Taxonomy Path: 0.0.68
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 424388 | 3.000162 | 0.0.68 | 68.0.0 (68*79^2) | Yes | |
| 3382622 | 3.000162 | 0.0.68.6 | 6.68.0.0 (6*79^3 + 68*79^2) | No | |
| 0 | 3.000320 | 0 | 0 (0) | No | |
| 244 | 4.000000 | 7.3 | 3.7 (3*79 + 7) | Cameras & Optics > Optics | No |
| -624259 | 5.000000 | -1.2.21.1 | -1.21.2.1 (-(493039 + 21*79^2 + 2*79 + 1)) | No |
These are the training products that have the "BLACKFRI2022" tag (processing sequence 3976). 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 |
|---|---|---|---|---|---|---|---|
| 18112 | Light Blue Plaid Long Sleeve | 3382622 | WORKWEAR | 2958234 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | 424388 | WORKWEAR | 0 | COASTAL, NEWSLETTER2019, BLACKFRIDAY | ||
| 18107 | Lizzy Sage Crystal Gradiant | 244 | Cameras & Optics > Optics | none | -424144 | none | |
| 18109 | Tahoe Aviator Pink Blue Gradient Polarized | 244 | Cameras & Optics > Optics | none | -424144 | none | |
| 18110 | Pajama Party Robe Gold Combo | 0 | KIMONOS, NOTEWORTHY | -424388 | none | ||
| 18128 | Le Garcon Mid Rise Boyfriend in Galeston | -624259 | 28, HOLIDAY SHOP, NOTEWORTHY | -1048647 | BLACKFRIDAY |