Fold 2 - Understanding why coefficient -548815700 was selected
Tag: NATURE
Selected Coefficient: -548815700
Taxonomy Path: -14.11.10.7.14
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? |
|---|---|---|---|---|---|
| -548815700 | 3.000000 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| -8413035 | 3.000000 | -9.2.5.17 | -17.5.2.9 (-(17*79^3 + 5*79^2 + 2*79 + 9)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 235535512 | 3.000000 | 14.2.57.3.6 | 6.3.57.2.14 (6*79^4 + 3*79^3 + 57*79^2 + 2*79 + 14) | No |
These are the training products that have the "NATURE" tag (processing sequence 2133). 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 |
|---|---|---|---|---|---|---|---|
| 7871 | Roebling Suspension Bridge, Early Morning | 235535512 | BLUE, RED, OIL, HORIZONTAL, MEDIUM SIZE | 784351212 | none | ||
| 11245 | Nomination Composable Classic Link You And Me Our Story | 0 | LINK | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | none | |
| 7179 | 1.5" Lumberjack Set | -8413035 | BASE_ROYAL ICING, COLOR_ASSORTED | 540402665 | OUTDOORS, SIZE_1.5" | ||
| 11237 | Nomination Composable Classic Link, Silver Daisy, Yellow CZ | -548815700 | LINK, CLASSIC | 0 | none |