Fold 0 - Understanding why coefficient -3906866 was selected
Tag: OVER-200
Selected Coefficient: -3906866
Taxonomy Path: -0.0.73.7
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -3906866 | 2.000641 | -0.0.73.7 | -7.73.0.0 (-(7*79^3 + 73*79^2)) | Yes | |
| 0 | 2.000801 | 0 | 0 (0) | No | |
| -4000481 | 2.000961 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| 68457529 | 2.000961 | 0.0.67.59.1 | 1.59.67.0.0 (38950081 + 59*79^3 + 67*79^2) | No | |
| -5903906 | 8.000000 | -78.77.76.11 | -11.76.77.78 (-(11*79^3 + 76*79^2 + 77*79 + 78)) | No | |
| 81846 | 8.000000 | 2.9.13 | 13.9.2 (13*79^2 + 9*79 + 2) | No |
These are the training products that have the "OVER-200" tag (processing sequence 2253). 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 |
|---|---|---|---|---|---|---|---|
| 11820 | Damon Leather Jacket | 68457529 | CASUAL, CLOTHING, LONG-SLEEVE | 72364395 | SIZE-2X-LARGE | ||
| 11879 | Wallabees | 81846 | AD, CASUAL-SHOES | 3988712 | SIZE-13, SIZE-7-5 | ||
| 11833 | 03/11/23 | 0 | NEW-EDITION-FASHION | 3906866 | none | ||
| 11880 | 03/06/23 | 0 | NEW-EDITION-FASHION | 3906866 | none | ||
| 11872 | Carlton Slim Fit Vested Suit | -3906866 | CLOTHING | 0 | none | ||
| 11870 | Carlton Slim Fit Vested Suit | -3906866 | CLOTHING | 0 | none | ||
| 11832 | Carter Slim Fit Vested Suit | -3906866 | CLOTHING | 0 | none | ||
| 11189 | Florence Ruched-Front Sleeveless Dress | -4000481 | LARGE | -93615 | none | ||
| 11862 | Gavin Slim Plaid Suit | -5903906 | NAVY, AD, CLOTHING, LONG-SLEEVE | -1997040 | PLAID |