Fold 1 - Understanding why coefficient -5235724 was selected
Tag: OVER-200
Selected Coefficient: -5235724
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -5235724 | 6.000003 | -1.1.13.9 | -9.13.1.1 (-(9*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -8094659 | 6.000005 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | No | |
| -4663937 | 6.000005 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 0 | 6.000145 | 0 | 0 (0) | No | |
| 474583210 | 6.000145 | 0.0.0.0.10 | 10.0.0.0.0 (10*83^4) | No | |
| 626899 | 6.000435 | 0.0.8.1 | 1.8.0.0 (571787 + 8*83^2) | No | |
| 62666 | 9.000000 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No | |
| -12063566 | 9.000000 | -14.11.8.21 | -21.8.11.14 (-(21*83^3 + 8*83^2 + 11*83 + 14)) | No |
These are the training products that have the "OVER-200" tag (processing sequence 6932). 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 |
|---|---|---|---|---|---|---|---|
| 11892 | Dylan Racer Leather Jacket | 474583210 | SIZE-2X-LARGE, LONG-SLEEVE, SIZE-3X-LARGE | 479818934 | none | ||
| 11844 | 03/10/23 | 626899 | NEW-EDITION-FASHION | 5862623 | none | ||
| 11891 | Dayton Woven Penny Loafers | 62666 | SIZE-9-5, SIZE-11 | 5298390 | none | ||
| 10407 | 03/09/23 | 0 | NEW-EDITION-FASHION | 5235724 | none | ||
| 11879 | Wallabees | 0 | SIZE-9-5, SIZE-11-5, SIZE-10 | 5235724 | none | ||
| 11846 | Carson Plaid Vested Suit | -4663937 | SIZE-36R-30W, VEST | 571787 | none | ||
| 11870 | Carlton Slim Fit Vested Suit | -5235724 | SIZE-36R-30W, VEST | 0 | none | ||
| 11832 | Carter Slim Fit Vested Suit | -5235724 | SIZE-36R-30W, VEST | 0 | none | ||
| 11820 | Damon Leather Jacket | -8094659 | SIZE-2X-LARGE, LONG-SLEEVE | -2858935 | none | ||
| 11189 | Florence Ruched-Front Sleeveless Dress | -12063566 | SITE-NAV-DRESSES, OTHER | -6827842 | none |