Fold 4 - Understanding why coefficient -88324 was selected
Tag: GIFT FOR HER
Selected Coefficient: -88324
Taxonomy Path: -2.12.14
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? |
|---|---|---|---|---|---|
| -88324 | 3.000000 | -2.12.14 | -14.12.2 (-(14*79^2 + 12*79 + 2)) | Yes | |
| -37921 | 3.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| 6241 | 3.000000 | 0.0.1 | 1.0.0 (6241) | No | |
| 312301 | 3.000000 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "GIFT FOR HER" tag (processing sequence 1514). 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 |
|---|---|---|---|---|---|---|---|
| 9669 | Personalized She Shed Sign, She Shed Gift, Pink Heart Glitter Custom Woman's Shed Sign, Cute She Shed Decor, Door Sign Shed Signage 2-SHE002 | 312301 | Home & Garden > Decor > Novelty Signs | none | 400625 | none | |
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | 6241 | CITRINE, STUD EARRINGS, 17TH ANNIVERSARY | 94565 | NOVEMBER BIRTHSTONE | ||
| 2311 | Mini Opal Stud Earrings | -37921 | SILVER EARRING, STUD EARRINGS | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | -88324 | CHARM NECKLACE, PENDANT NECKLACE, LUCKY, ADJUSTABLE NECKLACE, CUBIC ZIRCONIA | 0 | none |