Fold 3 - Understanding why coefficient 350 was selected
Tag: MERCHANDISE
Selected Coefficient: 350
Taxonomy Path: 18.4
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? |
|---|---|---|---|---|---|
| 350 | 3.000145 | 18.4 | 4.18 (4*83 + 18) | Yes | |
| 27906 | 3.000145 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No | |
| -474583210 | 4.000000 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*83^4)) | No | |
| 19 | 4.000000 | 19 | 19 (19) | No | |
| 48608953 | 4.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "MERCHANDISE" tag (processing sequence 5683). 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 |
|---|---|---|---|---|---|---|---|
| 19970 | Trillium Fractal Sticker | 48608953 | none | 48608603 | none | ||
| 19086 | OG Fabulous Sticker Small | 27906 | none | 27556 | none | ||
| 27353 | Pure Hemp Unbleached Limited Edition Tin | 350 | none | 0 | none | ||
| 19834 | Extra Dropper | 19 | none | -331 | none | ||
| 19818 | Holographic Echinacea Sticker | -474583210 | STICKER | -474583560 | TREE |