Fold 3 - Understanding why coefficient -2287148 was selected
Tag: WORKOUT
Selected Coefficient: -2287148
Taxonomy Path: -0.0.0.4
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? |
|---|---|---|---|---|---|
| -2287148 | 0.000147 | -0.0.0.4 | -4.0.0.0 (-(4*83^3)) | Yes | |
| 0 | 0.000147 | 0 | 0 (0) | No | |
| -2321593 | 0.000290 | -0.0.5.4 | -4.5.0.0 (-(4*83^3 + 5*83^2)) | No |
These are the training products that have the "WORKOUT" tag (processing sequence 6325). 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 |
|---|---|---|---|---|---|---|---|
| 1478 | Black Gumball Board Shorts | 0 | ATHLETIC, SWIM, HIKING, PANTS, GAZZY BY GAZZO | 2287148 | BOTTOMS | ||
| 936 | Get Your Flirt On Short | -2287148 | SHORTS | 0 | none | ||
| 965 | Hot Shot Onesie Printed | -2321593 | SHORTS | -34445 | none |