Fold 4 - Understanding why coefficient -2898078 was selected
Tag: FOOTBED SANDALS
Selected Coefficient: -2898078
Taxonomy Path: -0.64.6.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -2898078 | 1.014087 | -0.64.6.8 | -8.6.64.0 (-(8*71^3 + 6*71^2 + 64*71)) | Yes | |
| -4329722 | 1.014093 | -0.64.6.12 | -12.6.64.0 (-(12*71^3 + 6*71^2 + 64*71)) | No | |
| 15123 | 1.056338 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| -2913770 | 5.000000 | -1.1.10.8 | -8.10.1.1 (-(8*71^3 + 10*71^2 + 71 + 1)) | No |
These are the training products that have the "FOOTBED SANDALS" tag (processing sequence 1203). 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 |
|---|---|---|---|---|---|---|---|
| 9502 | PAROS: TAN SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 15123 | SUEDE | 2913201 | none | ||
| 9496 | GALA: BLACK TWO BAR BACK STRAP SANDALS - COMING SOON | -2898078 | BLACK | 0 | none | ||
| 9497 | CALIS: BLACK FISHERMAN SANDALS - COMING SOON | -2898078 | BLACK | 0 | none | ||
| 9504 | CLEO: BLACK VELCRO SANDALS - COMING SOON | -2898078 | BLACK | 0 | none | ||
| 9501 | PAROS: BLACK SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | -2913770 | BLACK, SUEDE | -15692 | none | ||
| 9495 | GALA: IVORY TWO BAR BACK STRAP SANDALS - COMING SOON | -4329722 | IVORY | -1431644 | none |