Fold 0 - Understanding why coefficient -20236 was selected
Tag: CAT
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
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? |
|---|---|---|---|---|---|
| -20236 | 3.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -2586177 | 5.000000 | -2.2.16.7 | -7.16.2.2 (-(7*71^3 + 16*71^2 + 2*71 + 2)) | No |
These are the training products that have the "CAT" tag (processing sequence 557). 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 |
|---|---|---|---|---|---|---|---|
| 5502 | Airbrush Pet Portrait With Purple Design | 0 | DESIGN | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 5521 | Airbrush Pet Portrait With Purple Design | 0 | DESIGN | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 5513 | Airbrush Pet Portrait With Blue Design | -20236 | DESIGN, WHITE | 0 | none | ||
| 5522 | Airbrush Pet Portrait Design | -20236 | DESIGN, WHITE | 0 | none | ||
| 5534 | Airbrush Pet Portrait Shirt Design | -20236 | DESIGN, WHITE | 0 | none | ||
| 5512 | Airbrush Pet Portrait With Green Design | -2586177 | DESIGN, GREEN, WHITE | -2565941 | none |