Fold 3 - Understanding why coefficient 1174625 was selected
Tag: CLASSIC
Selected Coefficient: 1174625
Taxonomy Path: 1.1.20.3
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swim Boxers
Products with this tag: 15
Unique residual values tried: 14
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? |
|---|---|---|---|---|---|
| 1174625 | 7.042849 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | Yes |
| 51589666 | 7.043047 | 1.1.10.2.2 | 2.2.10.1.1 (2*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 2576023 | 7.043047 | 1.1.14.7 | 7.14.1.1 (7*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| 2565941 | 7.043047 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| -2777448 | 7.084510 | -70.68.53.7 | -7.53.68.70 (-(7*71^3 + 53*71^2 + 68*71 + 70)) | No | |
| 443751 | 7.084510 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 40755 | 7.098592 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| -378075 | 10.028566 | -0.0.4.1 | -1.4.0.0 (-(357911 + 4*71^2)) | No | |
| 1068692 | 10.028566 | 0.0.70.2 | 2.70.0.0 (2*71^3 + 70*71^2) | No | |
| 0 | 10.028566 | 0 | 0 (0) | No | |
| 75686 | 10.042452 | 0.1.15 | 15.1.0 (15*71^2 + 71) | No | |
| 20235 | 10.042452 | 0.1.4 | 4.1.0 (4*71^2 + 71) | No | |
| -20236 | 13.000003 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 3916785 | 13.000003 | 70.69.66.10 | 10.66.69.70 (10*71^3 + 66*71^2 + 69*71 + 70) | No |
These are the training products that have the "CLASSIC" tag (processing sequence 579). 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 |
|---|---|---|---|---|---|---|---|
| 901 | Dreamy | 51589666 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | ACCESSORIES, BEST SELLER | 50415041 | COMFORT, FIGURE FLATTERING, TOPS, WOMENS | |
| 1023 | Moss Stripe Crew | 3916785 | CASUAL, ATTIRE, BEST DRESS | 2742160 | COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 3940 | Smooth Plaid Men's Jogger Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 1401398 | none | |
| 4300 | Smooth Plaid Men's Track Pants | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 1391316 | none | |
| 4299 | Smooth Plaid Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3933 | Red Check Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 957 | Good Legs Crop Mini Boot | 1068692 | CASUAL, ATTIRE | -105933 | COMFORT, GOOD AMERICAN, KARDASHIAN, WOMENS | ||
| 857 | Clarkson | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CASUAL, BEST SELLER | -730874 | COMFORT, EASY, TOPS, WOMENS | |
| 1035 | Paige | 75686 | CASUAL, ATTIRE, BEST DRESS, BEST SELLER | -1098939 | COMFORT, FIGURE FLATTERING, RAILS, WOMENS | ||
| 2238 | Crystal Open Circle Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | -1133870 | none | |
| 933 | Georgette Ruffle | 20235 | CASUAL, ATTIRE, BEST DRESS, BEST SELLER | -1154390 | COMFORT, FIGURE FLATTERING, WOMENS | ||
| 3938 | Smooth Plaid Men's Bomber Jacket | 0 | JACKET | -1174625 | none | ||
| 893 | Dolan | -20236 | CASUAL, ATTIRE, BEST DRESS | -1194861 | COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 1069 | Taylor | -378075 | CASUAL, ACCESSORIES, ATTIRE, BEST SELLER | -1552700 | COMFORT, WOMENS | ||
| 1025 | Naya | -2777448 | CASUAL, BEST SELLER | -3952073 | COMFORT, EASY, TOPS, WOMENS |