Fold 0 - 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: 11
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? |
|---|---|---|---|---|---|
| 10971758 | 4.038455 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 6983759 | 4.038455 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 25044 | 4.038455 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 56249 | 4.038455 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 1092334 | 4.050635 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 599295 | 4.050637 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 493039 | 9.000002 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 0 | 9.000002 | 0 | 0 (0) | No | |
| -5504642 | 9.000160 | -1.1.13.11 | -11.13.1.1 (-(11*79^3 + 13*79^2 + 79 + 1)) | No | |
| -25044 | 9.000160 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No |
These are the training products that have the "COMFY" tag (processing sequence 1080). 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 |
|---|---|---|---|---|---|---|---|
| 995 | Laila | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 10946714 | FLATTERING, FUN, ITALIAN, ONE SIZE | |
| 8420 | Love Like Jesus | Black | The Avery Vintage Fleece | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 6958715 | FAITH, LONG-SLEEVE, PREACH | |
| 8342 | VINTAGE | Clay | Sweatshirt | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | SWEATSHIRT, BEST SELLER | 1067290 | FAIRE, LONG-SLEEVE | |
| 8356 | Leopard Star | Ash | Sweatshirt | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | SWEATSHIRT, BEST SELLER | 1067290 | FAIRE | |
| 824 | Astoria | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CASUAL, CLASSIC, FASHION, ATTIRE, BEST SELLER | 574251 | EASY, FLATTERING, LONG SLEEVE | |
| 8417 | THANKFUL | Yam | The Avery Vintage Fleece | 493039 | SWEATSHIRT | 467995 | LONG-SLEEVE, PREACH | ||
| 965 | Hot Shot Onesie Printed | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | FREE PEOPLEWE THE FREE | |
| 1068 | Syd | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | EASY, FRAILS | |
| 920 | Felize | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | -25044 | EASY, FLATTERING, LONG SLEEVE, STYLE, SWEATERS | ||
| 1023 | Moss Stripe Crew | -25044 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | -50088 | EASY, FIGURE FLATTERING, FUN SUMMER COLORS, SWEATERS | ||
| 8324 | BABE | Light Pink | Sweatshirt | -5504642 | SWEATSHIRT, PINK | -5529686 | FAIRE |