Fold 2 - Understanding why coefficient -6926478 was selected
Tag: 50-100
Selected Coefficient: -6926478
Taxonomy Path: -2.2.25.19
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -6926478 | 3.000000 | -2.2.25.19 | -19.25.2.2 (-(19*71^3 + 25*71^2 + 2*71 + 2)) | Yes | |
| 162 | 3.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
| 20236 | 3.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 8721074 | 3.000000 | 2.2.26.24 | 24.26.2.2 (24*71^3 + 26*71^2 + 2*71 + 2) | No |
These are the training products that have the "50-100" tag (processing sequence 329). 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 |
|---|---|---|---|---|---|---|---|
| 1567 | LYNX Organic Cotton Trouser - Purple | 8721074 | PURPLE, TROUSERS | 15647552 | SS23, ORGANIC COTTON | ||
| 5930 | Lenese Front-Wrap Midi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 6946714 | FINALSALE | |
| 9268 | Crystal Candlesticks With Stones 17 Cm | 162 | Religious & Ceremonial > Religious Items | none | 6926640 | none | |
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -6926478 | JOGGERS, GREEN, TROUSERS | 0 | SS23, ORGANIC COTTON |