Fold 1 - Understanding why coefficient 5997681 was selected
Tag: CASUAL
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 32
Unique residual values tried: 16
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? |
|---|---|---|---|---|---|
| 5997681 | 3.115536 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 4025525 | 3.115541 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 574252 | 3.115545 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 1560330 | 3.115545 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 1554089 | 3.116648 | 1.1.12.3 | 3.12.1.1 (3*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Chinos | No |
| 78948730 | 3.116648 | 1.1.10.2.2 | 2.2.10.1.1 (2*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 468449540 | 3.116648 | 1.1.10.2.12 | 12.2.10.1.1 (12*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | No |
| 93695 | 3.116968 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 56249 | 3.116968 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 1591535 | 3.116968 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 25044 | 3.116968 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 69126 | 3.291139 | 1.6.11 | 11.6.1 (11*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| 37605 | 3.329114 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| 0 | 30.000160 | 0 | 0 (0) | No | |
| 18723 | 30.000160 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| 17 | 31.000000 | 17 | 17 (17) | Media | No |
These are the training products that have the "CASUAL" tag (processing sequence 72). 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 |
|---|---|---|---|---|---|---|---|
| 11892 | Dylan Racer Leather Jacket | 468449540 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | none | 462451859 | AD, CLOTHING, DAVID-EDWARDS, SIZE-2X-LARGE | |
| 11854 | Drew Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 72951049 | AD, CLOTHING, DAVID-EDWARDS, SIZE-2X-LARGE | |
| 11820 | Damon Leather Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 72951049 | CLOTHING, DAVID-EDWARDS, SIZE-2X-LARGE | |
| 920 | Felize | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | CLASSIC, COMFORT, STYLE | |
| 11834 | Donnie Turtleneck Sweater | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BLUE, 50-100, AD, COTTON-BLEND, DAVID-EDWARDS | |
| 11845 | Donnie Turtleneck Sweater | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | 50-100, AD, COTTON-BLEND, CREAM, DAVID-EDWARDS, SIZE-2X-LARGE | |
| 857 | Clarkson | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST SELLER, CLASSIC, COMFORT, STYLE | |
| 824 | Astoria | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEST SELLER, CLASSIC, COMFORT, SOFT SWEATERS | |
| 10661 | Mia T-Shirt - White Crew Neck | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1972156 | ELEVATED ESSENTIAL, FAIRE, JERSEY | |
| 10664 | Mia T-Shirt - Black Crew Neck | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1972156 | ELEVATED ESSENTIAL, FAIRE, JERSEY | |
| 10663 | Mia T-Shirt - Black V Neck | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1972156 | ELEVATED ESSENTIAL, FAIRE | |
| 11359 | California Republic | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | -4406146 | DRESS | |
| 1025 | Naya | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -4437351 | BEST SELLER, CLASSIC, COMFORT, STYLE | |
| 11893 | Dwayne Slim Fit Chino Pants | 1554089 | Apparel & Accessories > Clothing > Pants > Chinos | none | -4443592 | 100-150, AD, CLOTHING, COTTON-BLEND, DAVID-EDWARDS | |
| 11843 | Dennis Slim Fit Plaid Pants | 1554089 | Apparel & Accessories > Clothing > Pants > Chinos | none | -4443592 | 100-150, AD, BEIGE, CLOTHING, COTTON-BLEND, DAVID-EDWARDS, PATTERNED, PLAID | |
| 11878 | Dwayne Slim Fit Chino Pants | 1554089 | Apparel & Accessories > Clothing > Pants > Chinos | none | -4443592 | 100-150, AD, CLOTHING, COTTON-BLEND, DAVID-EDWARDS, SAND | |
| 893 | Dolan | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -5423429 | BEST DRESS, CLASSIC, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS, RETRO, STYLE | |
| 1035 | Paige | 93695 | Apparel & Accessories > Clothing > Skirts | none | -5903986 | BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, RAILS, RETRO, STYLE, SUMMER COLORS | |
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | 69126 | Apparel & Accessories > Jewelry > Watches | none | -5928555 | ROUND | |
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | 69126 | Apparel & Accessories > Jewelry > Watches | none | -5928555 | ROUND | |
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | 69126 | Apparel & Accessories > Jewelry > Watches | none | -5928555 | ROUND | |
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | 69126 | Apparel & Accessories > Jewelry > Watches | none | -5928555 | ROUND | |
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | 69126 | Apparel & Accessories > Jewelry > Watches | none | -5928555 | ROUND | |
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | 69126 | Apparel & Accessories > Jewelry > Watches | none | -5928555 | ROUND | |
| 1069 | Taylor | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -5941432 | ACCESSORIES, BEST SELLER, CLASSIC, COMFORT, STYLE, SUMMER COLORS | |
| 6986 | Klim Redline Web Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | -5960076 | none | |
| 11860 | Valente Classic Leather Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | -5960076 | ACCESSORIES, AD, BELTS, UNDER-50 | |
| 11877 | Vartan Braided Belt | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | -5960076 | ACCESSORIES, AD, BEIGE, BELTS, UNDER-50 | |
| 933 | Georgette Ruffle | 25044 | Apparel & Accessories > Clothing > Dresses | none | -5972637 | BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS, RETRO, STYLE | |
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | 18723 | GOLD | -5978958 | BLUE, ROUND | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 17 | Media | none | -5997664 | BEAUTY, FEMALE, GIRL, PORTRAIT | |
| 957 | Good Legs Crop Mini Boot | 0 | JEANS | -5997681 | CLASSIC, COMFORT, GOOD AMERICAN, KARDASHIAN, STYLE |