Fold 0 - Understanding why coefficient -18971 was selected
Tag: PARTY FAVORS
Selected Coefficient: -18971
Taxonomy Path: -11.3.3
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? |
|---|---|---|---|---|---|
| -18971 | 2.012658 | -11.3.3 | -3.3.11 (-(3*79^2 + 3*79 + 11)) | Yes | |
| -18813 | 2.012658 | -11.1.3 | -3.1.11 (-(3*79^2 + 79 + 11)) | 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 2275). 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 |
|---|---|---|---|---|---|---|---|
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 100355 | none | |
| 13227 | Spa Party Plastic Party Favor Cup 16 oz. | 1ct | 0 | CUPS | 18971 | none | ||
| 13431 | Little Mister One-derful First Birthday Party Favor Pouches, 7" x 5" | 8 ct | -18813 | POUCHES | 158 | none | ||
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | -18971 | POUCHES | 0 | none |