Fold 1 - Understanding why coefficient 1098496 was selected
Tag: ORANGE
Selected Coefficient: 1098496
Taxonomy Path: 1.1.18.2
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Athletic Socks
Products with this tag: 37
Unique residual values tried: 22
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? |
|---|---|---|---|---|---|
| 1098496 | 26.051118 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | Yes |
| 1591535 | 26.051118 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 6490720 | 26.051594 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 25044 | 26.051594 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3083134 | 26.051594 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 1092334 | 26.088768 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 168666 | 26.089088 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| -5997681 | 30.000160 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -9455195 | 30.000961 | -1.1.14.19 | -19.14.1.1 (-(19*79^3 + 14*79^2 + 79 + 1)) | No | |
| 111863855 | 32.000320 | 13.2.70.68.2 | 2.68.70.2.13 (2*79^4 + 68*79^3 + 70*79^2 + 2*79 + 13) | No | |
| -5835164 | 32.000641 | -66.76.65.11 | -11.65.76.66 (-(11*79^3 + 65*79^2 + 76*79 + 66)) | No | |
| -5841405 | 32.000641 | -66.76.66.11 | -11.66.76.66 (-(11*79^3 + 66*79^2 + 76*79 + 66)) | No | |
| -5991279 | 33.000000 | -77.77.11.12 | -12.11.77.77 (-(12*79^3 + 11*79^2 + 77*79 + 77)) | No | |
| 0 | 33.000162 | 0 | 0 (0) | No | |
| 493039 | 33.000164 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -4406146 | 33.000481 | -0.0.74.8 | -8.74.0.0 (-(8*79^3 + 74*79^2)) | No | |
| -5497838 | 35.012658 | -70.72.11.11 | -11.11.72.70 (-(11*79^3 + 11*79^2 + 72*79 + 70)) | No | |
| 536972 | 35.012658 | 9.3.7.1 | 1.7.3.9 (493039 + 7*79^2 + 3*79 + 9) | Food, Beverages & Tobacco > Tobacco Products > Vaporizers & Electronic Cigarettes > E-Liquid | No |
| 1235969 | 36.000000 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
| 563 | 36.000000 | 10.7 | 7.10 (7*79 + 10) | Furniture > Chairs | No |
| 16 | 36.000000 | 16 | 16 (16) | Mature | No |
| 6402 | 36.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
These are the training products that have the "ORANGE" tag (processing sequence 80). 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 |
|---|---|---|---|---|---|---|---|
| 7909 | Retro Mesh Series #1.5 (3) | 111863855 | BLUE | 110765359 | GREEN, ABSTRACT | ||
| 7908 | Retro Mesh Series #1.5 (2) | 111863855 | BLUE | 110765359 | GREEN, ABSTRACT | ||
| 7895 | Organic Vessle | 111863855 | BLUE | 110765359 | GREEN, ABSTRACT | ||
| 8681 | Red Bull Racing F1 Kids Max Verstappen Driver Hoodie -Youth Orange | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 5392224 | MAX VERSTAPPEN, APPAREL | |
| 841 | Brigitte Set: Orange | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 1984638 | EUROPEAN BRANDS | |
| 11333 | C.r.e.a.m. | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 493039 | ATHLETIC, CREAM | |
| 11357 | 4th Ave Tag | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 493039 | ATHLETIC | |
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 137473 | AWARD WINNING, CALM, GIFT UNDER £30, LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT | |
| 11281 | Ladybird | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | ATHLETIC, FRUIT | |
| 11234 | Who Dat? | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | ATHLETIC | |
| 8938 | McLaren F1 NEW ERA 2023 Team Cuff Beanie - Papaya | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | -6162 | ACCESSORIES | |
| 8927 | McLaren F1 New Era Essential Cuff Pom Beanie- Papaya/Anthracite | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | -6162 | GRAY, ACCESSORIES | |
| 8945 | McLaren F1 NEW ERA 2023 Lando Norris Team Cuff Beanie- Papaya | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | -6162 | ACCESSORIES | |
| 8379 | Hawaiian Mix - ADV BLENDZ | 536972 | Food, Beverages & Tobacco > Tobacco Products > Vaporizers & Electronic Cigarettes > E-Liquid | none | -561524 | ALL30MLPRODUCTS | |
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | 493039 | BLUE | -605457 | GRAY, APPAREL, 2022 | ||
| 9164 | ReFramed Léna | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | -929830 | CHAMPAGNE, CUSTOM LENSES, REFRAMED | |
| 922 | Firtah | 25044 | Apparel & Accessories > Clothing > Dresses | none | -1073452 | FEMININE DRESS, MINI DRESSES | |
| 7913 | The Warm Set | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -1092094 | ABSTRACT, INSTALLATION, MIXED MEDIA | |
| 6314 | Slinger Medium Mesh Back Operator Chair ET | 563 | Furniture > Chairs | none | -1097933 | GREEN, FIXED ARMS | |
| 2318 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Orange) | 16 | Mature | none | -1098480 | none | |
| 5466 | Airbrush King Flames Shirt Design | 0 | DESIGN | -1098496 | none | ||
| 5500 | Airbrush Taurus Shirt Design | 0 | DESIGN | -1098496 | T-SHIRT, TEENS | ||
| 11240 | Tapestry | -4406146 | BLUE | -5504642 | ATHLETIC, FLOWER | ||
| 6303 | Halo Medium Mesh Back Task Operator Armchair with Chrome Base ET | -5497838 | BLUE | -6596334 | GREEN, FIXED ARMS | ||
| 8385 | Hello Doormat Circle on ZigZag | -5835164 | BLUE | -6933660 | none | ||
| 7896 | Rainbow Tray | -5841405 | BLUE | -6939901 | GREEN, ABSTRACT, HORIZONTAL | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -5991279 | BLUE | -7089775 | ABSTRACT, ACRYLIC, BEIGE, MIXED MEDIA | ||
| 7871 | Roebling Suspension Bridge, Early Morning | -5991279 | BLUE | -7089775 | OIL, HORIZONTAL, NATURE | ||
| 7870 | City Glow | -5991279 | BLUE | -7089775 | GREEN, OIL | ||
| 7881 | 513 Migos | -5991279 | BLUE | -7089775 | GREEN, OIL, HORIZONTAL | ||
| 5510 | Airbrush Pet Portrait With Rainbow Design | -5997681 | DESIGN, BLUE | -7096177 | none | ||
| 5342 | Airbrush ZOA Shirt Design | -5997681 | DESIGN, BLUE | -7096177 | COLORFUL, NEON GREEN, T-SHIRT, TEENS | ||
| 9379 | Airbrush #LongLive Portrait With Butterflies Shirt Design | -5997681 | DESIGN, BLUE | -7096177 | GREEN, T-SHIRT, PORTRAIT | ||
| 5513 | Airbrush Pet Portrait With Blue Design | -5997681 | DESIGN, BLUE | -7096177 | none | ||
| 5511 | Airbrush Pet Splatter Portrait Design | -5997681 | DESIGN, BLUE | -7096177 | SPLATTER | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -5997681 | DESIGN, BLUE | -7096177 | SPLATTER, T-SHIRT, TEENS | ||
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -9455195 | JOGGERS, BLUE | -10553691 | TANK TOP, 2000S, SETS, TOP AND BOTTOM |