Fold 4 - Understanding why coefficient -20093 was selected
Tag: REUSABLE
Selected Coefficient: -20093
Taxonomy Path: -0.70.3
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? |
|---|---|---|---|---|---|
| -20093 | 2.014085 | -0.70.3 | -3.70.0 (-(3*71^2 + 70*71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| 796 | 3.000000 | 15.11 | 11.15 (11*71 + 15) | Luggage & Bags > Shopping Totes | No |
| 51160965 | 3.000000 | 69.68.66.0.2 | 2.0.66.68.69 (2*71^4 + 66*71^2 + 68*71 + 69) | No |
These are the training products that have the "REUSABLE" tag (processing sequence 1953). 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 |
|---|---|---|---|---|---|---|---|
| 3136 | Native Neem Organic Neem Oil | 51160965 | ORGANIC, PETS | 51181058 | HAIR | ||
| 8108 | Tote Butterfly Pink Believe Ma (2.99) | 796 | Luggage & Bags > Shopping Totes | none | 20889 | none | |
| 3174 | The Green Collective XOXO Tea Towel | 0 | CLEANING | 20093 | none | ||
| 7814 | Green Fairy | -20093 | GREEN, LINGERIE | 0 | none |