Fold 1 - Understanding why coefficient -10472638 was selected
Tag: AIR
Selected Coefficient: -10472638
Taxonomy Path: -3.3.19.21
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -10472638 | 3.000000 | -3.3.19.21 | -21.19.3.3 (-(21*79^3 + 19*79^2 + 3*79 + 3)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| -4025525 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "AIR" tag (processing sequence 2574). 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 |
|---|---|---|---|---|---|---|---|
| 261 | Baby Tee, LIGHT Jersey | 0 | SHORT SLEEVE | 10472638 | CORE | ||
| 280 | BF Tee, LIGHT Jersey | 0 | SHORT SLEEVE | 10472638 | none | ||
| 262 | Baby Tee, MEDIUM Jersey | -4025525 | SHORT SLEEVE, V-NECK | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | |
| 281 | EZ Dress, LIGHT Jersey | -10472638 | LINGERIE, SHORT SLEEVE, PAJAMAS | 0 | none | ||
| 283 | EZ Dress, SHEER Jersey | -10472638 | LINGERIE, SHORT SLEEVE, PAJAMAS | 0 | none |