Fold 1 - Understanding why coefficient -131209 was selected
Tag: SOFT
Selected Coefficient: -131209
Taxonomy Path: -1.2.26
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -131209 | 6.014283 | -1.2.26 | -26.2.1 (-(26*71^2 + 2*71 + 1)) | Yes | |
| -111045 | 6.014481 | -1.2.22 | -22.2.1 (-(22*71^2 + 2*71 + 1)) | No | |
| -20236 | 6.042254 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 7561500 | 8.000198 | 0.0.9.21 | 21.9.0.0 (21*71^3 + 9*71^2) | No | |
| 0 | 8.000198 | 0 | 0 (0) | No | |
| 20236 | 8.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 2928893 | 8.000198 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -75928041 | 8.014085 | -2.7.10.70.2 | -2.70.10.7.2 (-(2*71^4 + 70*71^3 + 10*71^2 + 7*71 + 2)) | No | |
| 2333697 | 8.014085 | 69.66.36.6 | 6.36.66.69 (6*71^3 + 36*71^2 + 66*71 + 69) | No |
These are the training products that have the "SOFT" tag (processing sequence 1250). 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 |
|---|---|---|---|---|---|---|---|
| 857 | Clarkson | 7561500 | CASUAL, BEST SELLER, DATE NIGHT, EASY | 7692709 | SWEATERS | ||
| 262 | Baby Tee, MEDIUM Jersey | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | JERSEY, FALL, MICROMODAL | 3060102 | none | |
| 1023 | Moss Stripe Crew | 2333697 | CASUAL, BEST DRESS, EASY, FIGURE FLATTERING | 2464906 | SWEATERS | ||
| 853 | Chiffon Puffed Mini | 20236 | Apparel & Accessories > Clothing > Dresses | none | 151445 | none | |
| 1025 | Naya | 0 | CASUAL, BEST SELLER, EASY | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | SWEATERS | |
| 1035 | Paige | -20236 | CASUAL, BEST DRESS, BEST SELLER, DATE NIGHT, FIGURE FLATTERING, RAILS | 110973 | SUMMER COLORS | ||
| 287 | Snood - Wine | -111045 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE, SCARVESANDSNOODS | 20164 | WINTER, HANDMADE | ||
| 286 | Snood - Rust | -131209 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE, SCARVESANDSNOODS | 0 | WINTER, HANDMADE | ||
| 199 | Ruffle Scarf - Navy | -131209 | CHRISTMAS GIFT, SCARVESANDSNOODS | 0 | none | ||
| 1021 | Moss Stripe Cardi | -75928041 | CASHMERE, BRIGHT, LIGHTWEIGHT | -75796832 | none |