Fold 1 - Understanding why coefficient 4402334 was selected
Tag: CHRISTMAS TREE
Selected Coefficient: 4402334
Taxonomy Path: 14.3.58.7
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 4402334 | 2.000000 | 14.3.58.7 | 7.58.3.14 (7*83^3 + 58*83^2 + 3*83 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 193271064 | 3.000000 | 3.2.1.6.4 | 4.6.1.2.3 (4*83^4 + 6*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "CHRISTMAS TREE" tag (processing sequence 4749). 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 |
|---|---|---|---|---|---|---|---|
| 20002 | Christmas Tree Braid Quilt Pattern by Calico Patch Designs | 193271064 | none | 188868730 | QUILT PATTERN | ||
| 19002 | Frey Beaded Christmas Tree | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 19195 | Frey Shell Christmas Tree | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 17640 | Candy Cane Trees Dog Bandana | 0 | DOG BANDANA | -4402334 | none |