Fold 0 - Understanding why coefficient -2895824 was selected
Tag: FABRIC
Selected Coefficient: -2895824
Taxonomy Path: -0.0.69.5
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? |
|---|---|---|---|---|---|
| -2895824 | 0.012979 | -0.0.69.5 | -5.69.0.0 (-(5*79^3 + 69*79^2)) | Yes | |
| -3507442 | 0.012979 | -0.0.9.7 | -7.9.0.0 (-(7*79^3 + 9*79^2)) | No | |
| 0 | 0.012979 | 0 | 0 (0) | No | |
| 5928555 | 0.037975 | 0.74.1.12 | 12.1.74.0 (12*79^3 + 6241 + 74*79) | No |
These are the training products that have the "FABRIC" tag (processing sequence 160). 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 |
|---|---|---|---|---|---|---|---|
| 4174 | Item011: Computer Ribbon Cable Earrings - rainbow, woven, fabric, primitive, round | 5928555 | EARRINGS, ROUND | 8824379 | WOVEN | ||
| 280 | BF Tee, LIGHT Jersey | 0 | TOP | 2895824 | LEISURE | ||
| 13780 | Kingdom of Tonga Hibiscus Turtle Sarong | -2895824 | GREEN | 0 | none | ||
| 283 | EZ Dress, SHEER Jersey | -3507442 | JERSEY | -611618 | EUCALYPTUS, LEISURE, PAJAMAS, SLEEPWEAR |