Fold 0 - Understanding why coefficient 1172389 was selected
Tag: HYPEBEAST
Selected Coefficient: 1172389
Taxonomy Path: 14.15.4.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1172389 | 4.000000 | 14.15.4.2 | 2.4.15.14 (2*83^3 + 4*83^2 + 15*83 + 14) | Yes | |
| 165503 | 4.000145 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | No | |
| 186170 | 4.000145 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | No | |
| -4663937 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 9975524 | 5.000000 | 3.3.37.17 | 17.37.3.3 (17*83^3 + 37*83^2 + 3*83 + 3) | No |
These are the training products that have the "HYPEBEAST" tag (processing sequence 6081). 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 |
|---|---|---|---|---|---|---|---|
| 27034 | "NOT THAT BITCH" UNISEX MESH CROP TOP - WHITE | 9975524 | CROP TOPS | 8803135 | none | ||
| 27029 | "TOXIC TEMPTRESS" BEACH TOWEL | 1172389 | none | 0 | none | ||
| 27033 | "RESIST" BEACH TOWEL WHITE | 1172389 | none | 0 | none | ||
| 27073 | K4K SUNBLADES - "BURNT SUNSET" | 186170 | none | -986219 | none | ||
| 30444 | AIR GUN 1 LAPEL PIN | 165503 | none | -1006886 | OFF WHITE | ||
| 27060 | SUNSET BLVD SUNBLADES "SILVER TINT" | -4663937 | TEES, SHADES | -5836326 | none |