Fold 1 - Understanding why coefficient -11980058 was selected
Tag: ALL AGES
Selected Coefficient: -11980058
Taxonomy Path: -4.1.79.20
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? |
|---|---|---|---|---|---|
| -11980058 | 3.000000 | -4.1.79.20 | -20.79.1.4 (-(20*83^3 + 79*83^2 + 83 + 4)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 34944 | 3.000000 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 399328150 | 3.000000 | 44.4.32.34.8 | 8.34.32.4.44 (8*83^4 + 34*83^3 + 32*83^2 + 4*83 + 44) | No |
These are the training products that have the "ALL AGES" tag (processing sequence 6671). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 399328150 | LIVER, CRADLE CAP, HORMONE BALANCE, WOMEN'S HEALTH | 411308208 | BABIES, INFANTS, MENOPAUSE | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | DELICIOUS, RAW | 12015002 | none | |
| 3139 | Nature's Kiss Antiflamme Joints | 0 | MUSCLE RELIEF | 11980058 | CIRCULATION, JOINT FUNCTION, JOINT PAIN | ||
| 3157 | Nutra Organics Vegetable Broth (Organic) | -11980058 | NOURISHING | 0 | none |