Fold 0 - Understanding why coefficient -571787 was selected
Tag: BUMP BASICS
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
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? |
|---|---|---|---|---|---|
| -571787 | 3.000294 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 0 | 3.000294 | 0 | 0 (0) | No | |
| 4574296 | 3.000294 | 0.0.0.8 | 8.0.0.0 (8*83^3) | No | |
| 663824040 | 3.000581 | 0.0.80.81.13 | 13.81.80.0.0 (13*83^4 + 81*83^3 + 80*83^2) | No | |
| -4636297 | 3.000581 | -0.0.9.8 | -8.9.0.0 (-(8*83^3 + 9*83^2)) | No | |
| -2369900 | 6.000145 | -1.1.12.4 | -4.12.1.1 (-(4*83^3 + 12*83^2 + 83 + 1)) | No | |
| -192168739 | 6.000145 | -1.1.7.4.4 | -4.4.7.1.1 (-(4*83^4 + 4*83^3 + 7*83^2 + 83 + 1)) | No | |
| 1219521 | 7.000000 | 2.2.11.2 | 2.11.2.2 (2*83^3 + 11*83^2 + 2*83 + 2) | No |
These are the training products that have the "BUMP BASICS" tag (processing sequence 6608). 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 | 664395827 | none | ||
| 27935 | Kelly Duet Multi Way Top-Nursing Friendly | 4574296 | OFF THE SHOULDER | 5146083 | none | ||
| 27915 | Samantha Scoop Dress | 1219521 | MATERNITY SHOOT | 1791308 | none | ||
| 27625 | Lattice Dress | 0 | LITTLE BLACK DRESS, SLEEVELESS, MATERNITY SHOOT | 571787 | none | ||
| 27904 | Ideal Long Sleeve | -571787 | TEES | 0 | none | ||
| 27914 | Noella Straight by Paige | -2369900 | JEANS, PP_DENIM | -1798113 | none | ||
| 27926 | Lattice Tank | -4636297 | TEES, TANK TOP, MATERNITY SHOOT | -4064510 | none | ||
| 27757 | Anessa by Paige | -192168739 | JEANS, PP_DENIM | -191596952 | none |