Fold 1 - Understanding why coefficient 344713 was selected
Tag: WORDS
Selected Coefficient: 344713
Taxonomy Path: 14.3.50
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? |
|---|---|---|---|---|---|
| 344713 | 2.000000 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | Yes | |
| 96080977 | 2.000000 | 11.1.3.2.2 | 2.2.3.1.11 (2*83^4 + 2*83^3 + 3*83^2 + 83 + 11) | No | |
| 759451092 | 2.000000 | 13.10.17.0.16 | 16.0.17.10.13 (16*83^4 + 17*83^2 + 10*83 + 13) | No |
These are the training products that have the "WORDS" tag (processing sequence 6323). 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 |
|---|---|---|---|---|---|---|---|
| 27690 | I Just Freaking Love Birds OK? Souvenir by ASJ graphic 11oz Mug | 759451092 | FRIENDS, GATHERING, PERFECT GIFT | 759106379 | SPECIAL | ||
| 14050 | Ohana, word art design | 96080977 | BLACK AND WHITE DECOR | 95736264 | none | ||
| 24371 | Joy | 344713 | none | 0 | none |