Fold 3 - Understanding why coefficient 25044 was selected
Tag: FASHION
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 26
Unique residual values tried: 21
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 | 16.063612 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 4518564 | 16.063932 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 10971758 | 16.063932 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 4031845 | 16.088768 | 1.2.14.8 | 8.14.2.1 (8*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Headbands | No |
| 168666 | 16.088928 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 50403 | 16.113924 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 3907262 | 16.113924 | 1.5.73.7 | 7.73.5.1 (7*79^3 + 73*79^2 + 5*79 + 1) | No | |
| -548815700 | 20.000322 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -553253051 | 20.000327 | -14.11.10.16.14 | -14.16.10.11.14 (-(14*79^4 + 16*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -554757132 | 20.000801 | -14.11.14.19.14 | -14.19.14.11.14 (-(14*79^4 + 19*79^3 + 14*79^2 + 11*79 + 14)) | No | |
| -554788337 | 20.000801 | -14.11.19.19.14 | -14.19.19.11.14 (-(14*79^4 + 19*79^3 + 19*79^2 + 11*79 + 14)) | No | |
| 0 | 21.000483 | 0 | 0 (0) | No | |
| 1479117 | 21.000483 | 0.0.0.3 | 3.0.0.0 (3*79^3) | No | |
| 43687 | 21.000641 | 0.0.7 | 7.0.0 (7*79^2) | No | |
| -5972637 | 21.000641 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| 3507442 | 21.000641 | 0.0.9.7 | 7.9.0.0 (7*79^3 + 9*79^2) | No | |
| 99950 | 25.000000 | 15.1.16 | 16.1.15 (16*79^2 + 79 + 15) | Luggage & Bags > Backpacks > Laptop Backpacks | No |
| -554813381 | 25.000000 | -15.12.23.19.14 | -14.19.23.12.15 (-(14*79^4 + 19*79^3 + 23*79^2 + 12*79 + 15)) | No | |
| 4387510 | 25.000000 | 8.1.71.8 | 8.71.1.8 (8*79^3 + 71*79^2 + 79 + 8) | No | |
| -5997664 | 25.000000 | -63.0.13.12 | -12.13.0.63 (-(12*79^3 + 13*79^2 + 63)) | No | |
| -469866970 | 25.000000 | -13.10.0.5.12 | -12.5.0.10.13 (-(12*79^4 + 5*79^3 + 10*79 + 13)) | No |
These are the training products that have the "FASHION" tag (processing sequence 207). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 10946714 | BEACH, ITALIAN | |
| 849 | Celine | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 4493520 | FALL, TANK TOPS | |
| 7134 | 1.5" Eiffel Tower Assortment | 4387510 | DESIGN | 4362466 | BASE_ROYAL ICING, COLOR_ASSORTED | ||
| 3851 | Teal Floral | 4031845 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Headbands | none | 4006801 | none | |
| 3839 | Snakeskin Print Headband | 4031845 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Headbands | none | 4006801 | CLUTCH HEADBANDS | |
| 9143 | University of Tennessee | UT | Tungsten Ring Band | Black and Silver | 8MM | 3907262 | 8MM, RING | 3882218 | none | ||
| 884 | Ankh Life Baseball Jersey Custom “Mets” | 3507442 | JERSEY | 3482398 | none | ||
| 1074 | Ucello Shorts | 1479117 | SHORTS | 1454073 | none | ||
| 5063 | Anti Blue ray Glasses | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 143622 | HEALTH | |
| 10490 | Men Backpack Casual Fashion Laptop Anti-theft Notebook School Bag with USB Port | 99950 | Luggage & Bags > Backpacks > Laptop Backpacks | none | 74906 | BACKPACK | |
| 5099 | Cat Couple's Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 25359 | none | |
| 918 | Facts | 43687 | SUEDE | 18643 | COMFORT, EASY | ||
| 897 | Doozy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ADJUSTABLE, SUMMER COLORS | |
| 1013 | Modern Knit Mini Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ATTIRE, BEST DRESS, CUTE DRESSES, DATE NIGHT, EASY, FIGURE FLATTERING | |
| 853 | Chiffon Puffed Mini | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | BRIDAL | |
| 984 | Kamika 2 | 0 | SANDAL | -25044 | none | ||
| 1060 | Simone -Pastel | -5972637 | CASUAL | -5997681 | DATE NIGHT | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -5997664 | CASUAL | -6022708 | BEAUTY, GIRL, LIFESTYLE, PORTRAIT | ||
| 901 | Dreamy | -469866970 | CLASSIC | -469892014 | COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 824 | Astoria | -548815700 | CASUAL, CLASSIC | -548840744 | ATTIRE, COMFORT, EASY, SOFT SWEATERS | ||
| 920 | Felize | -548815700 | CASUAL, CLASSIC | -548840744 | ATTIRE, COMFORT, EASY | ||
| 1023 | Moss Stripe Crew | -548815700 | CASUAL, CLASSIC | -548840744 | ATTIRE, BEST DRESS, COMFORT, EASY, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 1025 | Naya | -553253051 | CASUAL, CLASSIC | -553278095 | COMFORT, EASY | ||
| 1069 | Taylor | -554757132 | CASUAL, CLASSIC | -554782176 | ATTIRE, COMFORT, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -554788337 | CASUAL, CLASSIC | -554813381 | ATTIRE, BEST DRESS, COMFORT, CUTE DRESSES, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 957 | Good Legs Crop Mini Boot | -554813381 | JEANS, CASUAL, CLASSIC | -554838425 | ATTIRE, COMFORT |