Fold 4 - Understanding why coefficient -5997681 was selected
Tag: ANIMAL
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 24
Unique residual values tried: 11
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 | 15.000006 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -4025525 | 15.000012 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 20.000000 | 0 | 0 (0) | No | |
| 4025525 | 21.000160 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 1604017 | 21.000320 | 1.1.20.3 | 3.20.1.1 (3*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| -7589216 | 22.000000 | -2.2.31.15 | -15.31.2.2 (-(15*79^3 + 31*79^2 + 2*79 + 2)) | No | |
| 4456234 | 22.000000 | 2.2.3.9 | 9.3.2.2 (9*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | No |
| 8413035 | 23.000000 | 9.2.5.17 | 17.5.2.9 (17*79^3 + 5*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
| -6151 | 23.000000 | -68.77 | -77.68 (-(77*79 + 68)) | No | |
| 187481 | 23.000000 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | No |
| 4026250 | 23.000000 | 15.10.13.8 | 8.13.10.15 (8*79^3 + 13*79^2 + 10*79 + 15) | No |
These are the training products that have the "ANIMAL" tag (processing sequence 452). 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 |
|---|---|---|---|---|---|---|---|
| 10538 | Dinosaur Shapes | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 14410716 | COLOR_GREEN | |
| 7505 | 1" Puppy - Assorted | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 10453915 | COLORFUL, COLOR_ASSORTED, DOG TAG, DOGS | |
| 7506 | 1.5" 'Fetch' Bone | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 10453915 | COLOR_BLACK, DOG TAG, DOGS | |
| 5502 | Airbrush Pet Portrait With Purple Design | 4026250 | DESIGN, CAT, BOX | 10023931 | NAMES | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | GREY | 10023206 | none | |
| 5521 | Airbrush Pet Portrait With Purple Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DESIGN, CAT | 10023206 | NAMES | |
| 3919 | Parrot Love Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 7601698 | LIFE | |
| 7519 | 1.5" Shark & Life Raft | 187481 | Home & Garden > Decor > Figurines | none | 6185162 | BASE_GUMPASTE, TYPE_DECORATIONS | |
| 9360 | Airbrush Green Pet Portrait Shirt Design | 0 | DESIGN, WHITE, CAT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | NAMES | |
| 5534 | Airbrush Pet Portrait Shirt Design | 0 | DESIGN, WHITE, CAT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | NAMES, NEON YELLOW | |
| 5522 | Airbrush Pet Portrait Design | 0 | DESIGN, WHITE, CAT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | NAMES | |
| 9525 | MOLI: LEOPARD PRINT SUEDE SANDALS | 0 | SANDALS | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 13782 | Traditional Polynesian Tapa design | Cotton Fabric | -6151 | 5991530 | COTTON, FUN | |||
| 9359 | Airbrush Cat Portrait Shirt Design | -4025525 | DESIGN, WHITE | 1972156 | NAMES, NEON YELLOW | ||
| 9361 | Airbrush Pet Portrait Shirt Design | -4025525 | DESIGN, WHITE | 1972156 | NAMES | ||
| 5512 | Airbrush Pet Portrait With Green Design | -4025525 | DESIGN, GREEN, WHITE, CAT | 1972156 | NAMES | ||
| 9375 | Airbrush Pet w/ Wings And Clouds Memorial Shirt Design | -5997681 | DESIGN, BLUE | 0 | none | ||
| 9378 | Airbrush Pet w/ Wings Shirt Design | -5997681 | DESIGN, BLUE | 0 | none | ||
| 9376 | Airbrush Memorial Pet Shirt Design | -5997681 | DESIGN, BLUE | 0 | none | ||
| 5511 | Airbrush Pet Splatter Portrait Design | -5997681 | DESIGN, ORANGE, SPLATTER, BLUE | 0 | NAMES | ||
| 9365 | Airbrush Memorial Pet Shirt Design | -5997681 | DESIGN, BLUE | 0 | none | ||
| 5509 | Airbrush Pet Portrait With Blue Design | -5997681 | DESIGN, GRAY, BOX, BLUE | 0 | NAMES | ||
| 5513 | Airbrush Pet Portrait With Blue Design | -7589216 | DESIGN, WHITE, ORANGE, CAT, BLUE | -1591535 | NAMES, TAN | ||
| 5510 | Airbrush Pet Portrait With Rainbow Design | -7589216 | DESIGN, ORANGE, BLUE | -1591535 | NAMES, NEON YELLOW, RAINBOW |