Fold 2 - Understanding why coefficient 3813502 was selected
Tag: HERS
Selected Coefficient: 3813502
Taxonomy Path: 14.3.58.7
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3813502 | 2.000000 | 14.3.58.7 | 7.58.3.14 (7*79^3 + 58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HERS" tag (processing sequence 2783). 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 |
|---|---|---|---|---|---|---|---|
| 6187 | Christmas "Squad" Holiday Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 6202 | Zeta Phi Beta Sorority, Inc. (Amicette) Holiday Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 6217 | Zeta Phi Beta Sorority, Inc. Holiday Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 6186 | Zeta Phi Beta Key Chain Tag | 0 | OFFICE GIFT | -3813502 | PARTY FAVOR | ||
| 6243 | BAB - Baby Zeta Tee “Finer is in My Future” | 0 | none | -3813502 | BABY BOY |