Fold 4 - Understanding why coefficient -95495487 was selected
Tag: NUMBER
Selected Coefficient: -95495487
Taxonomy Path: -3.2.1.1.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -95495487 | 4.000000 | -3.2.1.1.2 | -2.1.1.2.3 (-(2*83^4 + 571787 + 6889 + 2*83 + 3)) | Yes | |
| -1419393 | 4.012048 | -10.3.40.2 | -2.40.3.10 (-(2*83^3 + 40*83^2 + 3*83 + 10)) | No | |
| -1419227 | 4.012048 | -10.1.40.2 | -2.40.1.10 (-(2*83^3 + 40*83^2 + 83 + 10)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 179377 | 5.000000 | 14.3.26 | 26.3.14 (26*83^2 + 3*83 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "NUMBER" tag (processing sequence 4669). 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 |
|---|---|---|---|---|---|---|---|
| 8373 | Design Your Own Doormat with TEXT ONLY | 179377 | Home & Garden > Decor > Door Mats | none | 95674864 | none | |
| 28716 | Peppa Pig Cake | 0 | 1ST | 95495487 | none | ||
| 13413 | Little Miss One-derful First Birthday Candle, 5" x 3" | 1 ct | -1419227 | CANDLE | 94076260 | none | ||
| 13426 | Little Mister One-derful First Birthday Candle, 5" x 3" | 1 ct | -1419393 | CANDLE | 94076094 | LITTLE MISTER ONE-DERFUL | ||
| 4984 | Your Logo, Photo or Artwork on a Doormat (CUSTOM) | -95495487 | ART_DOORMAT, PAINTING | 0 | none | ||
| 4985 | Upload your Own Design! | -95495487 | ART_DOORMAT, PAINTING | 0 | none |