Fold 1 - Understanding why coefficient 1419397 was selected
Tag: GIFT SETS
Selected Coefficient: 1419397
Taxonomy Path: 14.3.40.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1419397 | 1.000000 | 14.3.40.2 | 2.40.3.14 (2*83^3 + 40*83^2 + 3*83 + 14) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GIFT SETS" tag (processing sequence 3549). 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 |
|---|---|---|---|---|---|---|---|
| 12659 | Love Gift Set (Heart, Mini Candle, Room Spray) | 1419397 | none | 0 | none | ||
| 12674 | Boxed Icicle Peony Rose | 1419397 | none | 0 | none | ||
| 11495 | Eczema Face Moisturizer & Cleanser Kit | 0 | NATURAL SKINCARE/STARTER KITS & GIFTS | -1419397 | NATURAL SKINCARE/SHOP FOR ADULTS, NATURAL SKINCARE/FACE & EYE CARE |