Fold 4 - Understanding why coefficient -2530582 was selected
Tag: ACTIVEWEAR
Selected Coefficient: -2530582
Taxonomy Path: -0.0.5.7
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? |
|---|---|---|---|---|---|
| -2530582 | 1.000198 | -0.0.5.7 | -7.5.0.0 (-(7*71^3 + 5*71^2)) | Yes | |
| -2505377 | 1.000198 | -0.0.0.7 | -7.0.0.0 (-(7*71^3)) | No | |
| -3997585 | 2.000000 | -1.1.12.11 | -11.12.1.1 (-(11*71^3 + 12*71^2 + 71 + 1)) | No |
These are the training products that have the "ACTIVEWEAR" tag (processing sequence 184). 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 |
|---|---|---|---|---|---|---|---|
| 936 | Get Your Flirt On Short | -2505377 | SHORTS | 25205 | none | ||
| 965 | Hot Shot Onesie Printed | -2530582 | SHORTS | 0 | none | ||
| 268 | High Waisted Yoga Leggings | -3997585 | LEGGINGS, TROUSERS | -1467003 | ALL OVER PRINT, BOTTOMS, MADE IN USA |