Fold 1 - Understanding why coefficient -2777448 was selected
Tag: EASY
Selected Coefficient: -2777448
Taxonomy Path: -70.68.53.7
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -2777448 | 3.028370 | -70.68.53.7 | -7.53.68.70 (-(7*71^3 + 53*71^2 + 68*71 + 70)) | Yes | |
| 443751 | 3.028370 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 4784052 | 3.028566 | 1.2.26.13 | 13.26.2.1 (13*71^3 + 26*71^2 + 2*71 + 1) | No | |
| 50979 | 3.056338 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | No |
| 7974934 | 3.056338 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -20236 | 7.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "EASY" tag (processing sequence 680). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 10752382 | PLUS SIZE, SWIMSUIT | |
| 857 | Clarkson | 4784052 | CASUAL, BEST SELLER, DATE NIGHT | 7561500 | SOFT, SWEATERS | ||
| 824 | Astoria | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CASUAL, BEST SELLER | 3221199 | SOFT SWEATERS | |
| 918 | Facts | 50979 | Apparel & Accessories > Shoes > Heels | none | 2828427 | none | |
| 1068 | Syd | 0 | BROWN | 2777448 | ELEGANT DRESSES, FRAILS | ||
| 920 | Felize | 0 | CASUAL | 2777448 | SWEATERS | ||
| 1023 | Moss Stripe Crew | -20236 | CASUAL, BEST DRESS | 2757212 | FIGURE FLATTERING, SOFT, SWEATERS | ||
| 1025 | Naya | -2777448 | CASUAL, BEST SELLER | 0 | SOFT, SWEATERS |