Fold 1 - Understanding why coefficient 344713 was selected
Tag: CAKE BY COURTNEY
Selected Coefficient: 344713
Taxonomy Path: 14.3.50
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? |
|---|---|---|---|---|---|
| 344713 | 0.012193 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | Yes | |
| 399825 | 0.012193 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No | |
| 4644113 | 0.024096 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "CAKE BY COURTNEY" tag (processing sequence 6189). 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 |
|---|---|---|---|---|---|---|---|
| 12907 | Cake by Courtney Pom Pom Cake Toppers | 6 ct | 4644113 | none | 4299400 | none | ||
| 12905 | Cake by Courtney "Hip Hip Hooray" Cake Topper | 1 ct | 399825 | none | 55112 | none | ||
| 12903 | Cake by Courtney "Happy Day" Cake Topper | 1ct | 344713 | none | 0 | none |