Fold 1 - Understanding why coefficient -4056730 was selected
Tag: SUITING
Selected Coefficient: -4056730
Taxonomy Path: -1.1.18.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4056730 | 3.000000 | -1.1.18.8 | -8.18.1.1 (-(8*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 25439 | 5.000000 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "SUITING" tag (processing sequence 2932). 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 |
|---|---|---|---|---|---|---|---|
| 11859 | Brody Bouquet Lapel Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 4082169 | none | |
| 11836 | Baldwin Penny Loafers | 0 | CASUAL-SHOES | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11891 | Dayton Woven Penny Loafers | 0 | CASUAL-SHOES | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11792 | Vadala Paisley Fashion Socks | -4056730 | COTTON-BLEND, SOCKS | 0 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -4056730 | COTTON-BLEND, SOCKS | 0 | none | ||
| 11819 | Vadala Paisley Fashion Socks | -4056730 | COTTON-BLEND, SOCKS | 0 | none |