Fold 4 - Understanding why coefficient -547829622 was selected
Tag: LONG SLEEVE
Selected Coefficient: -547829622
Taxonomy Path: -14.11.10.5.14
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -547829622 | 3.000000 | -14.11.10.5.14 | -14.5.10.11.14 (-(14*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 4025525 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 5423429 | 3.000000 | 0.0.0.11 | 11.0.0.0 (11*79^3) | No |
These are the training products that have the "LONG SLEEVE" tag (processing sequence 1934). 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 |
|---|---|---|---|---|---|---|---|
| 824 | Astoria | 5423429 | CASUAL, CLASSIC, ATTIRE, COMFORT, EASY, FLATTERING | 553253051 | SOFT SWEATERS | ||
| 11988 | Knot Classic Long Sleeve T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 551855147 | SHIRTS | |
| 9403 | LENA - MODEST | -5997681 | LACE, BLUE | 541831941 | __TAB1:FAQ | ||
| 1025 | Naya | -547829622 | CASUAL, CLASSIC, COMFORT, EASY, FLATTERING | 0 | none |