Fold 0 - Understanding why coefficient 344713 was selected
Tag: CAKE TOPPER
Selected Coefficient: 344713
Taxonomy Path: 14.3.50
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 344713 | 2.000290 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | Yes | |
| 399825 | 2.000290 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No | |
| 1095614 | 2.000290 | 14.3.76.1 | 1.76.3.14 (571787 + 76*83^2 + 3*83 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | No |
| 269 | 3.000000 | 20.3 | 3.20 (3*83 + 20) | No |
These are the training products that have the "CAKE TOPPER" tag (processing sequence 5595). 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 |
|---|---|---|---|---|---|---|---|
| 12902 | Cake by Courtney Bunting Cake Topper | 1ct | 1095614 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 750901 | 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 | ||
| 29493 | Cake Topper Floating Line Name | 269 | none | -344444 | none | ||
| 29494 | Cake Topper Floating Name | 269 | none | -344444 | none |