Fold 0 - Understanding why coefficient -10016332 was selected
Tag: 11.5 WOMENS
Selected Coefficient: -10016332
Taxonomy Path: -1.73.24.20
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -10016332 | 2.000320 | -1.73.24.20 | -20.24.73.1 (-(20*79^3 + 24*79^2 + 73*79 + 1)) | Yes | |
| -9972645 | 2.000320 | -1.73.17.20 | -20.17.73.1 (-(20*79^3 + 17*79^2 + 73*79 + 1)) | No | |
| -9966404 | 2.000320 | -1.73.16.20 | -20.16.73.1 (-(20*79^3 + 16*79^2 + 73*79 + 1)) | No | |
| -3974964 | 3.000160 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | No | |
| -1584661 | 3.000160 | -0.72.16.3 | -3.16.72.0 (-(3*79^3 + 16*79^2 + 72*79)) | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 242). 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 |
|---|---|---|---|---|---|---|---|
| 12044 | Women's Soho by Skuze Shoes | -1584661 | CHARCOAL | 8431671 | none | ||
| 12046 | Women's Miami by Skuze Shoes | -3974964 | GREY | 6041368 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | none | |
| 12047 | Women's Del Marina by Skuze Shoes | -9966404 | NAVY, GREY | 49928 | none | ||
| 12039 | Women's Venice by Skuze Shoes | -9972645 | PINK, GREY | 43687 | none | ||
| 12045 | Women's Milano by Skuze Shoes | -10016332 | NAVY, GREY | 0 | none |