Fold 1 - Understanding why coefficient -4437351 was selected
Tag: RETRO
Selected Coefficient: -4437351
Taxonomy Path: -0.0.0.9
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -4437351 | 6.000002 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | Yes | |
| 0 | 6.000002 | 0 | 0 (0) | No | |
| -539391790 | 6.000160 | -14.11.1.67.13 | -13.67.1.11.14 (-(13*79^4 + 67*79^3 + 6241 + 11*79 + 14)) | No | |
| -548815700 | 6.000160 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -539366746 | 7.000000 | -13.10.76.66.13 | -13.66.76.10.13 (-(13*79^4 + 66*79^3 + 76*79^2 + 10*79 + 13)) | No | |
| -547417796 | 7.000000 | -15.12.23.4.14 | -14.4.23.12.15 (-(14*79^4 + 4*79^3 + 23*79^2 + 12*79 + 15)) | No | |
| 244 | 7.000000 | 7.3 | 3.7 (3*79 + 7) | Cameras & Optics > Optics | No |
| 6983759 | 7.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "RETRO" tag (processing sequence 4598). 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 |
|---|---|---|---|---|---|---|---|
| 888 | Distressed Cropped Oxford | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | 90'S, BUTTON DOWN | 11421110 | none | |
| 18860 | TR90 T1042 | 244 | Cameras & Optics > Optics | none | 4437595 | none | |
| 10054 | TR90 T1041 | 0 | OVAL | 4437351 | none | ||
| 1021 | Moss Stripe Cardi | -4437351 | SWEATER | 0 | none | ||
| 933 | Georgette Ruffle | -539366746 | CUTE DRESSES, STYLE, FIGURE FLATTERING, CLASSIC | -534929395 | none | ||
| 1035 | Paige | -539391790 | RAILS, SUMMER COLORS, STYLE, FIGURE FLATTERING, CLASSIC | -534954439 | none | ||
| 1023 | Moss Stripe Crew | -547417796 | EASY, TOPS, FIGURE FLATTERING, CLASSIC | -542980445 | none | ||
| 893 | Dolan | -548815700 | EASY, TOPS, STYLE, FIGURE FLATTERING, CLASSIC | -544378349 | none |