Fold 3 - Understanding why coefficient -82824311 was selected
Tag: COLDS
Selected Coefficient: -82824311
Taxonomy Path: -0.0.78.9.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -82824311 | 0.012818 | -0.0.78.9.2 | -2.9.78.0.0 (-(2*79^4 + 9*79^3 + 78*79^2)) | Yes | |
| 0 | 0.012818 | 0 | 0 (0) | No | |
| -1916145 | 0.025316 | -0.2.70.3 | -3.70.2.0 (-(3*79^3 + 70*79^2 + 2*79)) | No |
These are the training products that have the "COLDS" tag (processing sequence 1026). 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) | 0 | FACIAL, AROMATHERAPY, BODY OIL | 82824311 | none | ||
| 3119 | Kiwiherb De-Stuff (Organic) | -1916145 | ORGANIC | 80908166 | none | ||
| 3064 | Dr Mercola Fermented Beta Glucans | -82824311 | KETOGENIC, ADAPTOGENIC, ANTIOXIDANT | 0 | none |