Fold 0 - Understanding why coefficient -27640 was selected
Tag: MATERNITY SHOOT
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -27640 | 3.000145 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| -4663937 | 3.000290 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| -571787 | 4.000002 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 1191881 | 5.000000 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | No |
These are the training products that have the "MATERNITY SHOOT" tag (processing sequence 4612). 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 |
|---|---|---|---|---|---|---|---|
| 27915 | Samantha Scoop Dress | 1191881 | none | 1219521 | BUMP BASICS | ||
| 27893 | Miracle Dress | 0 | FITTED DRESS | 27640 | none | ||
| 27623 | Sam Sparkle Dress | -27640 | LITTLE BLACK DRESS, HOLIDAY DRESS | 0 | TEXTURED | ||
| 27625 | Lattice Dress | -27640 | LITTLE BLACK DRESS, SLEEVELESS | 0 | BUMP BASICS | ||
| 27924 | T-Neck Textured | -571787 | TEE | -544147 | TURTLENECK | ||
| 27926 | Lattice Tank | -4663937 | TEES, TANK TOP | -4636297 | BUMP BASICS |