Fold 2 - Understanding why coefficient 766232 was selected
Tag: CLEAN
Selected Coefficient: 766232
Taxonomy Path: 0.0.10.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 766232 | 1.014085 | 0.0.10.2 | 2.10.0.0 (2*71^3 + 10*71^2) | Yes | |
| 1819730 | 1.014085 | 0.70.5.5 | 5.5.70.0 (5*71^3 + 5*71^2 + 70*71) | No | |
| -3594305 | 2.000000 | -1.1.3.10 | -10.3.1.1 (-(10*71^3 + 3*71^2 + 71 + 1)) | No |
These are the training products that have the "CLEAN" tag (processing sequence 886). 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 |
|---|---|---|---|---|---|---|---|
| 7192 | GEORGIA PEACH | 1819730 | PEACH, CANDLES | 1053498 | none | ||
| 7093 | APPLE MAPLE BOURBON | 766232 | CANDLES | 0 | none | ||
| 7152 | BLUE SKIES | -3594305 | BLUE, CANDLES | -4360537 | SUGAR |