Fold 0 - Understanding why coefficient -7193 was selected
Tag: BEAR
Selected Coefficient: -7193
Taxonomy Path: -4.12.1
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? |
|---|---|---|---|---|---|
| -7193 | 2.000000 | -4.12.1 | -1.12.4 (-(6241 + 12*79 + 4)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 106256 | 2.000000 | 1.2.17 | 17.2.1 (17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats | No |
These are the training products that have the "BEAR" tag (processing sequence 4044). 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 |
|---|---|---|---|---|---|---|---|
| 12892 | Adventure Birthday Bear Hats 6.5" | 8 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 113449 | WEARABLES, HATS | |
| 12893 | Adventure Birthday Bear Shaped Plate, 9.5" | 8 ct | 0 | 9" | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | |
| 12233 | Designer Minky Blanket - Dream Big Little Girl | -7193 | DESIGNER MINKY, MADE TO ORDER BLANKET | 0 | none |