Fold 2 - Understanding why coefficient 25044 was selected
Tag: COMFY
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 10
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 25044 | 6.012979 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 6983759 | 6.012979 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 10971758 | 6.012979 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 1092334 | 6.037975 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| -552678800 | 8.012658 | -14.10.76.14.14 | -14.14.76.10.14 (-(14*79^4 + 14*79^3 + 76*79^2 + 10*79 + 14)) | No | |
| -469892014 | 8.012658 | -14.11.4.5.12 | -12.5.4.11.14 (-(12*79^4 + 5*79^3 + 4*79^2 + 11*79 + 14)) | No | |
| -5398386 | 8.012658 | -0.78.74.10 | -10.74.78.0 (-(10*79^3 + 74*79^2 + 78*79)) | No | |
| 0 | 8.012658 | 0 | 0 (0) | No | |
| -25044 | 9.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 548815700 | 9.000000 | 14.11.10.7.14 | 14.7.10.11.14 (14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | No |
These are the training products that have the "COMFY" tag (processing sequence 1074). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | FASHION, ATTIRE, BEST DRESS | 548790656 | DATE NIGHT, EASY, FIGURE FLATTERING, STYLE | |
| 995 | Laila | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 10946714 | EUROPEAN BRANDS, FLATTERING, FUN, ONE SIZE | |
| 8420 | Love Like Jesus | Black | The Avery Vintage Fleece | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 6958715 | FAITH, PREACH | |
| 8342 | VINTAGE | Clay | Sweatshirt | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | SWEATSHIRT, BEST SELLER | 1067290 | FAIRE | |
| 1068 | Syd | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | EASY, FRAILS | |
| 920 | Felize | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | -25044 | EASY, FLATTERING, LONG SLEEVE, STYLE | ||
| 1023 | Moss Stripe Crew | -25044 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | -50088 | EASY, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 933 | Georgette Ruffle | -5398386 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER | -5423430 | DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, STYLE | ||
| 901 | Dreamy | -469892014 | CLASSIC, FASHION, ACCESSORIES, BEST SELLER | -469917058 | FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 1025 | Naya | -552678800 | CASUAL, CLASSIC, FASHION, BEST SELLER | -552703844 | EASY, FLATTERING, LONG SLEEVE, STYLE |