Fold 3 - Understanding why coefficient -3041076 was selected
Tag: GIFT FOR HER
Selected Coefficient: -3041076
Taxonomy Path: -4.19.35.8
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? |
|---|---|---|---|---|---|
| -3041076 | 3.000000 | -4.19.35.8 | -8.35.19.4 (-(8*71^3 + 35*71^2 + 19*71 + 4)) | Yes | |
| -30673 | 3.000000 | -1.6.6 | -6.6.1 (-(6*71^2 + 6*71 + 1)) | No | |
| 5041 | 3.000000 | 0.0.1 | 1.0.0 (5041) | No | |
| 252277 | 3.000000 | 14.3.50 | 50.3.14 (50*71^2 + 3*71 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "GIFT FOR HER" tag (processing sequence 1281). 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 | 252277 | Home & Garden > Decor > Novelty Signs | none | 3293353 | none | |
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | 5041 | STUD EARRINGS | 3046117 | WOMENS NECKLACE | ||
| 2311 | Mini Opal Stud Earrings | -30673 | STUD EARRINGS, SILVER EARRING | 3010403 | none | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | -3041076 | CHARM NECKLACE, PENDANT NECKLACE, VALENTINE'S DAY, ADJUSTABLE NECKLACE, CUBIC ZIRCONIA | 0 | none |