Fold 2 - Understanding why coefficient -4663937 was selected
Tag: LK BASICS
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4663937 | 1.000149 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -661428 | 1.000149 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | No | |
| 46225106 | 1.000149 | 82.81.69.80 | 80.69.81.82 (80*83^3 + 69*83^2 + 81*83 + 82) | No | |
| -6971752 | 1.000435 | -1.1.16.12 | -12.16.1.1 (-(12*83^3 + 16*83^2 + 83 + 1)) | No | |
| -571787 | 4.000000 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No |
These are the training products that have the "LK BASICS" tag (processing sequence 6952). 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 |
|---|---|---|---|---|---|---|---|
| 29582 | Take It Easy Top-Off White | 46225106 | BASIC NEUTRALS, TOPS | 50889043 | none | ||
| 29566 | Errand Day Top-Brick | -571787 | TOPS | 4092150 | none | ||
| 29586 | Very Necessary Sweater Skirt-Champagne | -661428 | SKIRT, BASIC NEUTRALS | 4002509 | none | ||
| 29598 | Day Drifter Top-Cream | -4663937 | BASIC NEUTRALS, TOPS | 0 | none | ||
| 29577 | Relax Yourself Set-T. Green | -6971752 | SHORTS, TOPS | -2307815 | none |