Fold 4 - Understanding why coefficient -3594305 was selected
Tag: CLEAN
Selected Coefficient: -3594305
Taxonomy Path: -1.1.3.10
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -3594305 | 1.000000 | -1.1.3.10 | -10.3.1.1 (-(10*71^3 + 3*71^2 + 71 + 1)) | Yes | |
| 766232 | 1.000000 | 0.0.10.2 | 2.10.0.0 (2*71^3 + 10*71^2) | No |
These are the training products that have the "CLEAN" tag (processing sequence 873). 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 |
|---|---|---|---|---|---|---|---|
| 7093 | APPLE MAPLE BOURBON | 766232 | CANDLES | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 7152 | BLUE SKIES | -3594305 | BLUE, CANDLES | 0 | none |