Fold 3 - Understanding why coefficient 165503 was selected
Tag: AVALANCHE SALE
Selected Coefficient: 165503
Taxonomy Path: 1.2.24
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? |
|---|---|---|---|---|---|
| 165503 | 1.012193 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | Yes | |
| 179281 | 1.012193 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No | |
| 4663937 | 1.024096 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "AVALANCHE SALE" tag (processing sequence 4721). 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 |
|---|---|---|---|---|---|---|---|
| 1126 | 2023 Avalanche Stanley Cup Playoffs Backhand L/S Tee | 4663937 | none | 4498434 | AVALANCHE MEN | ||
| 1156 | Avalanche 2022 Stanley Cup Champions Locker Room Scarf | 179281 | none | 13778 | AVALANCHE NOVELTIES | ||
| 708 | 2023 Stanley Cup Playoff Banner Lapel Pin | 165503 | none | 0 | AVALANCHE NOVELTIES | ||
| 1129 | 2023 Avalanche Stanley Cup Playoffs Women's V-Neck Backhand Tee | 0 | AVALANCHE WOMEN'S | -165503 | none |