Fold 0 - Understanding why coefficient -474583210 was selected
Tag: TREE
Selected Coefficient: -474583210
Taxonomy Path: -0.0.0.0.10
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -474583210 | 2.000000 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*83^4)) | Yes | |
| 998975 | 2.000000 | 70.0.62.1 | 1.62.0.70 (571787 + 62*83^2 + 70) | No | |
| 2756537 | 2.000000 | 24.11.68.4 | 4.68.11.24 (4*83^3 + 68*83^2 + 11*83 + 24) | No |
These are the training products that have the "TREE" tag (processing sequence 6273). 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 |
|---|---|---|---|---|---|---|---|
| 17636 | Christmas Collage Dog Bandana | 2756537 | TIE ON, DOG BANDANA, HOLLY, STOCKING | 477339747 | none | ||
| 19765 | Deep Breath Salve | 998975 | KIDS PAGE, SALVES | 475582185 | none | ||
| 19818 | Holographic Echinacea Sticker | -474583210 | STICKER | 0 | MERCHANDISE |