Fold 4 - Understanding why coefficient 27640 was selected
Tag: CLOTHES
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 0.012339 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 4663937 | 0.012339 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 13860752 | 0.012339 | 1.1.20.24 | 24.20.1.1 (24*83^3 + 20*83^2 + 83 + 1) | No | |
| 179281 | 0.036145 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No |
These are the training products that have the "CLOTHES" tag (processing sequence 6715). 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 |
|---|---|---|---|---|---|---|---|
| 11121 | Marmalade Oracle Top | 13860752 | none | 13833112 | none | ||
| 10990 | Please Stay Away Black T-Shirt | 4663937 | none | 4636297 | none | ||
| 1897 | Women's Unicorn Print Infinity Scarf | 179281 | none | 151641 | none | ||
| 23390 | Tiered Mabel Dress | Flowering Gum | 27640 | none | 0 | none |