Fold 2 - Understanding why coefficient -5235724 was selected
Tag: SPRING TOP
Selected Coefficient: -5235724
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -5235724 | 3.000002 | -1.1.13.9 | -9.13.1.1 (-(9*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -661428 | 3.000002 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | No | |
| 4002509 | 3.000002 | 0.0.0.7 | 7.0.0.0 (7*83^3) | No | |
| 4574296 | 3.000002 | 0.0.0.8 | 8.0.0.0 (8*83^3) | No | |
| -82920 | 4.000000 | -3.3.12 | -12.3.3 (-(12*83^2 + 3*83 + 3)) | No |
These are the training products that have the "SPRING TOP" tag (processing sequence 5733). 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 |
|---|---|---|---|---|---|---|---|
| 32983 | Pickin' Wild Flowers -WS | 4574296 | SUMMER TOP | 9810020 | none | ||
| 32945 | Super Soft Basic Tee | 4002509 | SUMMER TOP | 9238233 | TOPS | ||
| 32981 | Floral V Neck Top | -82920 | DRESSES, SUMMER DRESS, SPRING DRESS, SUMMER TOP | 5152804 | none | ||
| 32943 | Ribbed Sweater Tank - Light Blue | -661428 | SUMMER TOPS, TANK TOP | 4574296 | none | ||
| 32942 | Lace Detail Babydoll Top | -5235724 | SUMMER TOPS, TANK TOP | 0 | none |