Fold 3 - Understanding why coefficient 2505377 was selected
Tag: AIR
Selected Coefficient: 2505377
Taxonomy Path: 0.0.0.7
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? |
|---|---|---|---|---|---|
| 2505377 | 1.000201 | 0.0.0.7 | 7.0.0.0 (7*71^3) | Yes | |
| 357911 | 1.000204 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| -2550746 | 1.000595 | -0.0.9.7 | -7.9.0.0 (-(7*71^3 + 9*71^2)) | No | |
| 20236 | 4.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "AIR" tag (processing sequence 200). 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 |
|---|---|---|---|---|---|---|---|
| 261 | Baby Tee, LIGHT Jersey | 2505377 | TOP | 0 | none | ||
| 280 | BF Tee, LIGHT Jersey | 2505377 | TOP | 0 | none | ||
| 262 | Baby Tee, MEDIUM Jersey | 357911 | JERSEY | -2147466 | none | ||
| 281 | EZ Dress, LIGHT Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | -2485141 | LINGERIE | |
| 282 | EZ Dress, MEDIUM Jersey | -2550746 | JERSEY | -5056123 | LINGERIE |