Fold 2 - Understanding why coefficient -4064510 was selected
Tag: NON-MATERNITY
Selected Coefficient: -4064510
Taxonomy Path: -0.0.9.7
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? |
|---|---|---|---|---|---|
| -4064510 | 4.000292 | -0.0.9.7 | -7.9.0.0 (-(7*83^3 + 9*83^2)) | Yes | |
| -8067019 | 4.000292 | -0.0.9.14 | -14.9.0.0 (-(14*83^3 + 9*83^2)) | No | |
| 663824040 | 4.000435 | 0.0.80.81.13 | 13.81.80.0.0 (13*83^4 + 81*83^3 + 80*83^2) | No | |
| 4574296 | 4.000435 | 0.0.0.8 | 8.0.0.0 (8*83^3) | No | |
| -4663937 | 6.000145 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| -27640 | 6.000145 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 41833 | 6.012048 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 7522872 | 6.012048 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "NON-MATERNITY" tag (processing sequence 6647). 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 |
|---|---|---|---|---|---|---|---|
| 27947 | Lux Leather Patch Jacket | 663824040 | CARDIGAN | 667888550 | none | ||
| 27768 | Quinn Washable Cashmere Hoodie | 7522872 | none | 11587382 | none | ||
| 27935 | Kelly Duet Multi Way Top-Nursing Friendly | 4574296 | OFF THE SHOULDER | 8638806 | none | ||
| 27623 | Sam Sparkle Dress | 41833 | HOLIDAY DRESS, TEXTURED | 4106343 | none | ||
| 27925 | Slub Maxi | -27640 | PHOTOSHOOTFAB, MAXI DRESS | 4036870 | none | ||
| 27924 | T-Neck Textured | -4064510 | TEE, CAREER/PROFESSIONAL, TURTLENECK | 0 | none | ||
| 27926 | Lattice Tank | -4663937 | TEES, TANK TOP | -599427 | none | ||
| 27927 | Diamont V- Neck Top | -8067019 | TEE, CAREER/PROFESSIONAL, V-NECK | -4002509 | none |