Fold 1 - Understanding why coefficient 50979 was selected
Tag: HEELS
Selected Coefficient: 50979
Taxonomy Path: 1.8.10
Taxonomy Name: Apparel & Accessories > Shoes > Heels
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 50979 | 1.000000 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEELS" tag (processing sequence 1402). 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 |
|---|---|---|---|---|---|---|---|
| 7590 | Aris Allen Women's Black Faux Lizard Oxford Dance Shoes with Ribbon Laces - fits Wide | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 7564 | Aris Allen Women's Black Wingtip Mary Jane Dance Shoes *COSMETIC DEFECT* | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 7565 | Aris Allen Women's Black and White Wingtip Mary Jane Dance Shoes *COSMETIC DEFECT* | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 7680 | Aris Allen Women's Ivory Mary Jane Dance Shoes with Red Faux Lizard Accents | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 7591 | Aris Allen Women's Red Mary Jane Dance Shoes with Red Faux Lizard Accents | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 7592 | Aris Allen Women's Black Mary Jane Dance Shoes with Black Faux Lizard Accents | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 353 | Standing Tall Square Toe Block Heel Sandals in Taupe | 0 | SANDALS | -50979 | none |