Fold 1 - Understanding why coefficient 23 was selected
Tag: AVALANCHE NOVELTIES
Selected Coefficient: 23
Taxonomy Path: 23
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 23 | 2.012048 | 23 | 23 (23) | Yes | |
| 272 | 2.024096 | 23.3 | 3.23 (3*83 + 23) | No | |
| -4498434 | 4.000000 | -0.82.71.7 | -7.71.82.0 (-(7*83^3 + 71*83^2 + 82*83)) | No | |
| 28055 | 4.000000 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "AVALANCHE NOVELTIES" tag (processing sequence 5581). 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 |
|---|---|---|---|---|---|---|---|
| 1026 | 2023 Avalanche Pride Lapel Pin | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 28032 | none | |
| 1183 | Avalanche Stanley Cup Banner Pucks | 272 | none | 249 | none | ||
| 1096 | Avalanche 2022 8" Stanley Cup Replica w/Medallion | 23 | none | 0 | none | ||
| 1164 | Avalanche Foam Fan Chain - Reverse Retro Logo | 23 | none | 0 | none | ||
| 708 | 2023 Stanley Cup Playoff Banner Lapel Pin | -4498434 | AVALANCHE SALE | -4498457 | none |