Fold 3 - Understanding why coefficient 162 was selected
Tag: 50-100
Selected Coefficient: 162
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 162 | 4.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 20236 | 5.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -3997585 | 6.000000 | -1.1.12.11 | -11.12.1.1 (-(11*71^3 + 12*71^2 + 71 + 1)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "50-100" tag (processing sequence 328). 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 |
|---|---|---|---|---|---|---|---|
| 5930 | Lenese Front-Wrap Midi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 20074 | DPA-CLOTHING, PRIVATELABEL | |
| 6491 | Pilar Vegan Leather Tie-Front Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 20074 | DPA-CLOTHING, MEDIUM, PRIVATELABEL | |
| 9268 | Crystal Candlesticks With Stones 17 Cm | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9238 | Leather Like Talit - Tefilin Set 36*29 Cm White With Embossed Letters | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9257 | Crystal Matzah Holder 26*20 Cm With Metal Plaques | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | 0 | TROUSERS | -162 | SS23, ORGANIC COTTON | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -3997585 | JOGGERS, TROUSERS | -3997747 | SS23, ORGANIC COTTON |