Fold 4 - Understanding why coefficient -3925510 was selected
Tag: PRINTED POCKET SQ
Selected Coefficient: -3925510
Taxonomy Path: -0.78.75.7
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -3925510 | 2.000000 | -0.78.75.7 | -7.75.78.0 (-(7*79^3 + 75*79^2 + 78*79)) | Yes | |
| 100015 | 2.000000 | 1.2.16 | 16.2.1 (16*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Handkerchiefs | No |
These are the training products that have the "PRINTED POCKET SQ" tag (processing sequence 2359). 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 |
|---|---|---|---|---|---|---|---|
| 14278 | Beaver Pocket Square - Light Beaver | 100015 | Apparel & Accessories > Clothing Accessories > Handkerchiefs | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 14279 | Beaver Pocket Square - Dark Beaver | 100015 | Apparel & Accessories > Clothing Accessories > Handkerchiefs | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 14284 | Skunk Pocket Square - Green | -3925510 | GREEN | 0 | none | ||
| 14285 | Springbok Pocket Square | -3925510 | GREEN | 0 | none |