Fold 0 - Understanding why coefficient -18723 was selected
Tag: DARK TURTLE
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -18723 | 2.025477 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 2.025477 | 0 | 0 (0) | No | |
| 118263 | 2.037975 | 0.75.18 | 18.75.0 (18*79^2 + 75*79) | No | |
| 5928555 | 2.037975 | 0.74.1.12 | 12.1.74.0 (12*79^3 + 6241 + 74*79) | No | |
| -5997681 | 5.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 168666 | 5.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
These are the training products that have the "DARK TURTLE" tag (processing sequence 1175). 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 |
|---|---|---|---|---|---|---|---|
| 9189 | Theatre | 5928555 | GOLD, 8MM, ROUND | 5947278 | none | ||
| 9207 | Jaurès | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none |
| 9206 | Ségur | 118263 | GOLD | 136986 | LARGE | ||
| 9167 | Rue de Turenne | 0 | GOLD, 8MM | 18723 | none | ||
| 9212 | Saint Germain | -18723 | PINK, 8MM, ROUND | 0 | none | ||
| 9208 | Rue de Charonne | -5997681 | GOLD, PINK, 8MM | -5978958 | none |