Fold 4 - Understanding why coefficient 56326 was selected
Tag: PARTY FAVORS
Selected Coefficient: 56326
Taxonomy Path: 78.1.9
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 56326 | 2.012658 | 78.1.9 | 9.1.78 (9*79^2 + 79 + 78) | Yes | |
| 336855 | 2.012658 | 78.76.53 | 53.76.78 (53*79^2 + 76*79 + 78) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 81384 | 3.000000 | 14.3.13 | 13.3.14 (13*79^2 + 3*79 + 14) | Home & Garden > Decor > Cardboard Cutouts | No |
These are the training products that have the "PARTY FAVORS" tag (processing sequence 4375). 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 |
|---|---|---|---|---|---|---|---|
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | 336855 | 1ST BIRTHDAY, POUCHES, LITTLE MISS ONE-DERFUL | 280529 | none | ||
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 25058 | none | |
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | 56326 | 1ST BIRTHDAY, POUCHES, LITTLE MISTER ONE-DERFUL | 0 | none | ||
| 13227 | Spa Party Plastic Party Favor Cup 16 oz. | 1ct | 0 | CUPS | -56326 | none |