Fold 4 - Understanding why coefficient 277698608 was selected
Tag: COLDS
Selected Coefficient: 277698608
Taxonomy Path: 0.0.63.65.10
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 277698608 | 2.014283 | 0.0.63.65.10 | 10.65.63.0.0 (10*71^4 + 65*71^3 + 63*71^2) | Yes | |
| 333482314 | 2.014283 | 0.0.53.8.13 | 13.8.53.0.0 (13*71^4 + 8*71^3 + 53*71^2) | No | |
| -1386417 | 2.028169 | -0.2.62.3 | -3.62.2.0 (-(3*71^3 + 62*71^2 + 2*71)) | No | |
| -1386421 | 3.000000 | -4.2.62.3 | -3.62.2.4 (-(3*71^3 + 62*71^2 + 2*71 + 4)) | No |
These are the training products that have the "COLDS" tag (processing sequence 897). 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 |
|---|---|---|---|---|---|---|---|
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 333482314 | FACIAL, APHRODISIAC, AROMATHERAPY, BATH | 55783706 | none | ||
| 3083 | Dr Mercola Fermented Black Garlic | 277698608 | KETOGENIC, ANTIOXIDANT | 0 | none | ||
| 3119 | Kiwiherb De-Stuff (Organic) | -1386417 | ORGANIC | -279085025 | none | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1386421 | ORGANIC, KIDS | -279085029 | INFANTS, CHILDREN'S | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1386421 | ORGANIC, KIDS | -279085029 | CHILDREN'S |