Fold 1 - Understanding why coefficient -20667 was selected
Tag: FINAL-SALE
Selected Coefficient: -20667
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -20667 | 3.000290 | -0.0.3 | -3.0.0 (-(3*83^2)) | Yes | |
| -13778 | 3.000290 | -0.0.2 | -2.0.0 (-(2*83^2)) | No | |
| 0 | 3.000290 | 0 | 0 (0) | No | |
| -21332 | 5.000000 | -1.8.3 | -3.8.1 (-(3*83^2 + 8*83 + 1)) | No | |
| 4 | 5.000000 | 4 | 4 (4) | No | |
| 41999 | 5.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No |
These are the training products that have the "FINAL-SALE" tag (processing sequence 6112). 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 |
|---|---|---|---|---|---|---|---|
| 29099 | Follow Slide - Chalk | 41999 | none | 62666 | none | ||
| 24630 | Daisy Swim Hat Final Sale - White Poppy | 4 | none | 20671 | HATS | ||
| 29118 | Limitless Boot - Black | 0 | SIZE-EURO-42-US-11 | 20667 | none | ||
| 29105 | Sunny Slipper - Charcoal | -13778 | SIZE-EURO-36-US-5 | 6889 | none | ||
| 29104 | Seclude Slide - Weave | -20667 | SIZE-EURO-36-US-5 | 0 | none | ||
| 29111 | Montreux Boot - Cream | -21332 | BOOT, SIZE-EURO-42-US-11 | -665 | none |