Fold 1 - Understanding why coefficient 760504621 was selected
Tag: HANDLEBAR TAPE
Selected Coefficient: 760504621
Taxonomy Path: 23.4.4.2.16
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 760504621 | 1.000000 | 23.4.4.2.16 | 16.2.4.4.23 (16*83^4 + 2*83^3 + 4*83^2 + 4*83 + 23) | Yes | |
| 27665 | 2.000000 | 26.1.4 | 4.1.26 (4*83^2 + 83 + 26) | No |
These are the training products that have the "HANDLEBAR TAPE" tag (processing sequence 3557). 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 |
|---|---|---|---|---|---|---|---|
| 21072 | Arundel Gecko Pavé Handlebar Tape | 760504621 | none | 0 | none | ||
| 21138 | Cinelli Gel Cork Ribbon Handlebar Tape | 760504621 | none | 0 | none | ||
| 21073 | Arundel Synth. Gecko Handlebar Tape | 27665 | none | -760476956 | none |