Fold 1 - Understanding why coefficient -6289657 was selected
Tag: NON-MATERNITY
Selected Coefficient: -6289657
Taxonomy Path: -0.0.0.11
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -6289657 | 4.000149 | -0.0.0.11 | -11.0.0.0 (-(11*83^3)) | Yes | |
| 1143574 | 4.000149 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| 4574296 | 4.000149 | 0.0.0.8 | 8.0.0.0 (8*83^3) | No | |
| 663824040 | 4.000435 | 0.0.80.81.13 | 13.81.80.0.0 (13*83^4 + 81*83^3 + 80*83^2) | No | |
| -27640 | 6.000145 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| -4663937 | 6.000145 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 665629042 | 6.012048 | 1.1.10.2.14 | 14.2.10.1.1 (14*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| -6234046 | 6.012048 | -82.76.74.10 | -10.74.76.82 (-(10*83^3 + 74*83^2 + 76*83 + 82)) | No |
These are the training products that have the "NON-MATERNITY" tag (processing sequence 6652). 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 |
|---|---|---|---|---|---|---|---|
| 27899 | Rowan Denim Jacket | 665629042 | none | 671918699 | JACKETS | ||
| 27947 | Lux Leather Patch Jacket | 663824040 | CARDIGAN | 670113697 | none | ||
| 27935 | Kelly Duet Multi Way Top-Nursing Friendly | 4574296 | OFF THE SHOULDER | 10863953 | none | ||
| 27931 | Remmi Cashmere V-Neck | 1143574 | V-NECK, COZY, NURSING TOP | 7433231 | none | ||
| 27925 | Slub Maxi | -27640 | MAXI DRESS, PHOTOSHOOTFAB | 6262017 | none | ||
| 27926 | Lattice Tank | -4663937 | TEES, TANK TOP | 1625720 | none | ||
| 27905 | Twist Top | -6234046 | NURSING, V-NECK | 55611 | none | ||
| 27927 | Diamont V- Neck Top | -6289657 | V-NECK | 0 | none |