Fold 2 - Understanding why coefficient 4025525 was selected
Tag: LONG SLEEVE
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: 5
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 | 3.000160 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 5448473 | 3.000320 | 1.1.4.11 | 11.4.1.1 (11*79^3 + 4*79^2 + 79 + 1) | No | |
| -547230327 | 4.000002 | -13.9.72.3.14 | -14.3.72.9.13 (-(14*79^4 + 3*79^3 + 72*79^2 + 9*79 + 13)) | No | |
| -542792976 | 4.000002 | -13.9.72.73.13 | -13.73.72.9.13 (-(13*79^4 + 73*79^3 + 72*79^2 + 9*79 + 13)) | No | |
| -6022725 | 5.000000 | -2.2.17.12 | -12.17.2.2 (-(12*79^3 + 17*79^2 + 2*79 + 2)) | No |
These are the training products that have the "LONG SLEEVE" tag (processing sequence 1933). 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 |
|---|---|---|---|---|---|---|---|
| 920 | Felize | 5448473 | CASUAL, CLASSIC, FASHION, ATTIRE, COMFY, EASY, FLATTERING | 1422948 | STYLE | ||
| 11920 | Knot At Work Ski Club Long Sleeve T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SHIRTS | |
| 11988 | Knot Classic Long Sleeve T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SHIRTS | |
| 9403 | LENA - MODEST | -6022725 | LACE, BLUE, RED | -10048250 | __TAB1:FAQ | ||
| 857 | Clarkson | -542792976 | CASUAL, CLASSIC, BEST SELLER, DATE NIGHT, EASY | -546818501 | STYLE | ||
| 1025 | Naya | -547230327 | CASUAL, CLASSIC, FASHION, BEST SELLER, COMFY, EASY, FLATTERING | -551255852 | STYLE |