Fold 1 - Understanding why coefficient 986078 was selected
Tag: BANANA LEAF
Selected Coefficient: 986078
Taxonomy Path: 0.0.0.2
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? |
|---|---|---|---|---|---|
| 986078 | 1.000002 | 0.0.0.2 | 2.0.0.0 (2*79^3) | Yes | |
| 156786402 | 1.000002 | 0.0.0.2.4 | 4.2.0.0.0 (4*79^4 + 2*79^3) | No | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| 15 | 3.000000 | 15 | 15 (15) | Luggage & Bags | No |
These are the training products that have the "BANANA LEAF" tag (processing sequence 4299). 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 |
|---|---|---|---|---|---|---|---|
| 14047 | Diego | 156786402 | MADE IN AUSTRALIA | 155800324 | none | ||
| 13996 | Beauty | 986078 | MADE IN AUSTRALIA | 0 | none | ||
| 14077 | West Coast Palm | 15 | Luggage & Bags | GREEN AND WHITE, ART | -986063 | none | |
| 14000 | Geisha Girl | 0 | MADE IN AUSTRALIA | -986078 | none |