Fold 2 - Understanding why coefficient -1916145 was selected
Tag: COLDS
Selected Coefficient: -1916145
Taxonomy Path: -0.2.70.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1916145 | 1.025316 | -0.2.70.3 | -3.70.2.0 (-(3*79^3 + 70*79^2 + 2*79)) | Yes | |
| 0 | 1.037975 | 0 | 0 (0) | No | |
| -2041057 | 5.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No |
These are the training products that have the "COLDS" tag (processing sequence 1024). 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 |
|---|---|---|---|---|---|---|---|
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | KETOGENIC | 1916145 | MINERAL | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | KETOGENIC | 1916145 | MINERAL | ||
| 3119 | Kiwiherb De-Stuff (Organic) | -1916145 | ORGANIC | 0 | none | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1916145 | ORGANIC | 0 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1916145 | ORGANIC | 0 | none | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | -2041057 | FACIAL, AROMATHERAPY | -124912 | UPLIFTING |