Fold 3 - Understanding why coefficient -25212 was selected
Tag: PARTY FAVORS
Selected Coefficient: -25212
Taxonomy Path: -11.3.4
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? |
|---|---|---|---|---|---|
| -25212 | 2.000000 | -11.3.4 | -4.3.11 (-(4*79^2 + 3*79 + 11)) | Yes | |
| -25058 | 2.000000 | -15.1.4 | -4.1.15 (-(4*79^2 + 79 + 15)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PARTY FAVORS" tag (processing sequence 4053). 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 |
|---|---|---|---|---|---|---|---|
| 13227 | Spa Party Plastic Party Favor Cup 16 oz. | 1ct | 0 | CUPS | 25212 | none | ||
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | -25058 | LITTLE MISTER ONE-DERFUL, POUCHES | 154 | none | ||
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | -25212 | POUCHES | 0 | none |