Fold 0 - Understanding why coefficient 569 was selected
Tag: MENS FORMAL
Selected Coefficient: 569
Taxonomy Path: 1.8
Taxonomy Name: Apparel & Accessories > Shoes
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 569 | 0.000000 | 1.8 | 8.1 (8*71 + 1) | Apparel & Accessories > Shoes | Yes |
These are the training products that have the "MENS FORMAL" tag (processing sequence 1657). 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 |
|---|---|---|---|---|---|---|---|
| 7576 | Aris Allen Men's 1941 EEE Wide Black Captoe Swing Dance Shoes | 569 | Apparel & Accessories > Shoes | none | 0 | none | |
| 7671 | Aris Allen Men's 1932 White Captoe Swing Dance Shoes | 569 | Apparel & Accessories > Shoes | none | 0 | US-SIZE-11 | |
| 7672 | Aris Allen Men's 1932 Black Captoe Swing Dance Shoes | 569 | Apparel & Accessories > Shoes | none | 0 | US-SIZE-11, US-SIZE-9 | |
| 7673 | Aris Allen Men's 1946 Black and White Spectator Wingtip Dance Shoes | 569 | Apparel & Accessories > Shoes | none | 0 | none |