Fold 4 - Understanding why coefficient -178244864 was selected
Tag: GRAPHIC TEE
Selected Coefficient: -178244864
Taxonomy Path: -3.2.1.1.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -178244864 | 2.000000 | -3.2.1.1.7 | -7.1.1.2.3 (-(7*71^4 + 357911 + 5041 + 2*71 + 3)) | Yes | |
| -358320116 | 3.000000 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14)) | No | |
| 2928893 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "GRAPHIC TEE" tag (processing sequence 1339). 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 |
|---|---|---|---|---|---|---|---|
| 6177 | DAYDREAMER: HOLE GLITTER HEART SOLO TEE | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 181173757 | none | |
| 8316 | Anti Love | Heather Magenta | Short Sleeve Tee | -178244864 | VALENTINE'S DAY, FAIRE | 0 | none | ||
| 8331 | BABE | Vintage White | Short Sleeve Tee | -178244864 | VALENTINE'S DAY, FAIRE | 0 | none | ||
| 8419 | LOVER | Pink Tie Dye | Short Sleeve Tee | -358320116 | VALENTINE'S DAY, WHOLESALE | -180075252 | none |