Fold 4 - Understanding why coefficient -493039 was selected
Tag: ELS PW 14667
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -493039 | 4.012823 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 4437351 | 4.012823 | 0.0.0.9 | 9.0.0.0 (9*79^3) | No | |
| 0 | 4.012823 | 0 | 0 (0) | No | |
| 77301026 | 4.013139 | 0.0.62.77.1 | 1.77.62.0.0 (38950081 + 77*79^3 + 62*79^2) | No | |
| -1429110 | 4.050633 | -0.78.70.2 | -2.70.78.0 (-(2*79^3 + 70*79^2 + 78*79)) | No | |
| -4025525 | 6.000160 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -1591535 | 6.000320 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | No | |
| 162425 | 8.000000 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "ELS PW 14667" tag (processing sequence 4435). 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 |
|---|---|---|---|---|---|---|---|
| 1117 | 2023-24 Rapids Women's New Day Jersey | 77301026 | RND | 77794065 | none | ||
| 1141 | 2023 Rapids MLS Kick Off 9FIFTY Snapback Hat | 4437351 | RAPIDS HAT | 4930390 | none | ||
| 1278 | Rapids Speckled Burgundy & White Scarf | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 655464 | none | |
| 1271 | Rapids Ladies Micro Logo 9TWENTY Adjustable Hat | 0 | RAPIDS HAT | 493039 | none | ||
| 1191 | Colorado Rapids 2022-23 Primary Authentic Jersey | -493039 | RAPIDS MENS | 0 | none | ||
| 1052 | 2023-24 Rapids Alt Hook Sublimated Scarf | -1429110 | RND | -936071 | none | ||
| 1116 | 2023-24 Rapids Authentic New Day Jersey | -1591535 | RND, RAPIDS MENS | -1098496 | none | ||
| 1111 | 2023-24 Rapids Alt Kit Crew Sock - Burgundy/Blue | -4025525 | RND, RAPIDS MENS | -3532486 | none | ||
| 1110 | 2023-24 Rapids Alt Kit Crew Sock - Blue/Blue | -4025525 | RND, RAPIDS MENS | -3532486 | none |