Fold 4 - Understanding why coefficient -2321593 was selected
Tag: WORKOUT
Selected Coefficient: -2321593
Taxonomy Path: -0.0.5.4
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? |
|---|---|---|---|---|---|
| -2321593 | 1.000145 | -0.0.5.4 | -4.5.0.0 (-(4*83^3 + 5*83^2)) | Yes | |
| -2287148 | 1.000145 | -0.0.0.4 | -4.0.0.0 (-(4*83^3)) | No | |
| -3796090 | 2.000000 | -2.3.53.6 | -6.53.3.2 (-(6*83^3 + 53*83^2 + 3*83 + 2)) | No |
These are the training products that have the "WORKOUT" tag (processing sequence 6316). 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 |
|---|---|---|---|---|---|---|---|
| 936 | Get Your Flirt On Short | -2287148 | SHORTS | 34445 | none | ||
| 965 | Hot Shot Onesie Printed | -2321593 | SHORTS | 0 | none | ||
| 1478 | Black Gumball Board Shorts | -3796090 | ATHLETIC, SWIM, HIKING | -1474497 | BOTTOMS |