Fold 0 - Understanding why coefficient 4025525 was selected
Tag: FAITH
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4025525 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 1708833 | 5.000000 | 63.63.36.3 | 3.36.63.63 (3*79^3 + 36*79^2 + 63*79 + 63) | No | |
| 6958715 | 5.000000 | 0.0.9.14 | 14.9.0.0 (14*79^3 + 9*79^2) | No |
These are the training products that have the "FAITH" tag (processing sequence 1347). 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 |
|---|---|---|---|---|---|---|---|
| 8420 | Love Like Jesus | Black | The Avery Vintage Fleece | 6958715 | COMFY | 2933190 | LONG-SLEEVE, PREACH | ||
| 5851 | Jesus King - Unisex recycled t-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5852 | Jesus Saves - Unisex recycled t-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5853 | Jesus Super Star - Unisex recycled t-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5854 | Unisex recycled t-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 2486 | Green Stone Cross Crystal Silver Earrings | 1708833 | EARRINGS, GOLD, CRYSTAL, GREEN, CROSS | -2316692 | STONE |