Fold 0 - Understanding why coefficient -599295 was selected
Tag: BEST SELLER
Selected Coefficient: -599295
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 36
Unique residual values tried: 18
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? |
|---|---|---|---|---|---|
| -599295 | 24.038135 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes | |
| -6540727 | 24.039257 | -1.2.21.13 | -13.21.2.1 (-(13*79^3 + 21*79^2 + 2*79 + 1)) | No | |
| -50403 | 24.126582 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -5929030 | 24.139241 | -1.1.2.12 | -12.2.1.1 (-(12*79^3 + 2*79^2 + 79 + 1)) | No | |
| 0 | 26.000164 | 0 | 0 (0) | No | |
| 493039 | 26.000174 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -6241 | 26.001442 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| 822401784 | 32.000320 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
| 512717123 | 32.000481 | 13.3.72.12.13 | 13.12.72.3.13 (13*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13) | No | |
| 125070 | 32.000481 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 4025525 | 33.000160 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 4031766 | 33.000320 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 1337 | 33.012658 | 73.16 | 16.73 (16*79 + 73) | No | |
| 626 | 33.025316 | 73.7 | 7.73 (7*79 + 73) | No | |
| -548815700 | 34.012658 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -3813502 | 34.012658 | -14.3.58.7 | -7.58.3.14 (-(7*79^3 + 58*79^2 + 3*79 + 14)) | No | |
| 6447113 | 35.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | No |
| 16 | 35.000000 | 16 | 16 (16) | Mature | No |
These are the training products that have the "BEST SELLER" tag (processing sequence 789). 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 |
|---|---|---|---|---|---|---|---|
| 2110 | Hyaluronic High Potency Serum | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 823001079 | MOISTURIZERS | |
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 823001079 | MOISTURIZERS | |
| 2100 | Moroccan Rhassoul Clay Mask - Organic Natural Facial Mask and Skin Care Treatment - Anti-aging Mud Mask for Dry & Oily Skin, Acne, Eczema & Psoriasis - 8 Oz | 512717123 | ACNE | 513316418 | FACE & BODY MASKS | ||
| 13977 | Step Aside Barbie - Rhinestone Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 7046408 | PET APPAREL | |
| 7075 | Phantom Seamless Biker Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 4631061 | none | |
| 8316 | Anti Love | Heather Magenta | Short Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4624820 | FAIRE, GRAPHIC TEE, SHORT-SLEEVE | |
| 8331 | BABE | Vintage White | Short Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4624820 | FAIRE, GRAPHIC TEE | |
| 8342 | VINTAGE | Clay | Sweatshirt | 493039 | SWEATSHIRT | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | COMFY, FAIRE, LONG-SLEEVE | |
| 8356 | Leopard Star | Ash | Sweatshirt | 493039 | SWEATSHIRT | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | COMFY, FAIRE | |
| 2107 | Hammam Home Spa Collection- Original Unscented | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 724365 | none | |
| 8542 | Rain Forest Incense Sticks by Satya | 1337 | INCENSE STICKS | 600632 | BLACK MAGIC | ||
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1337 | INCENSE STICKS | 600632 | BLACK MAGIC, ROSEMARY | ||
| 8567 | Satya Sweet Vanilla Incense Sticks | 626 | INCENSE STICKS | 599921 | BLACK MAGIC | ||
| 2291 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Black) | 16 | Mature | none | 599311 | none | |
| 824 | Astoria | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | COMFY, EASY, FLATTERING, LONG SLEEVE | |
| 10221 | Longtail ~ The Longtail in Flight Pendant | 0 | PENDANT | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 8574 | Satya Nag Champa Indian Rose Incense Sticks | 0 | INCENSE STICKS | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | BLACK MAGIC | |
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 0 | INCENSE STICKS | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | BLACK MAGIC | |
| 8543 | Nag Champa Tree Of Life Combo Pack Incense Sticks by Satya | 0 | INCENSE STICKS | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | BLACK MAGIC | |
| 10247 | Hoops ~ Coral Large | 0 | EARRINGS | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | HOOPS | |
| 8514 | Cannabis Incense Sticks by Satya - Hand Rolled - Vegan Friendly | 0 | INCENSE STICKS | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | BLACK MAGIC | |
| 8556 | Triple Moon - Magic Candle Holder | -6241 | CANDLES | 593054 | BLACK MAGIC, FATHERS DAY, HALLOWEEN, MOTHERS | ||
| 10198 | Longtail ~ The Longtail in Flight Pendant in Gold | -50403 | PENDANT, GOLD | 548892 | none | ||
| 10240 | Hoops ~ Caviar Large in Gold | -50403 | EARRINGS, GOLD | 548892 | HOOPS | ||
| 4546 | Reversible Amai/Soludo Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4547 | Reversible Black Panther King/Queen Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4550 | Reversible Ikeogu/Taj Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4556 | Reversible Ulo/Ife Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4558 | Reversible Wensi Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4559 | Reversible Zain/Eind Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4545 | Reversible Adeben/Naetochu Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 10222 | Longtail ~ The Longtail in Flight 2022 Ornament/Pendant | -3813502 | PENDANT, ORNAMENT | -3214207 | none | ||
| 1035 | Paige | -5929030 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | -5329735 | DATE NIGHT, FIGURE FLATTERING, RAILS, STYLE | ||
| 1069 | Taylor | -6540727 | CASUAL, CLASSIC, FASHION, ACCESSORIES, ATTIRE | -5941432 | FLATTERING, STYLE | ||
| 857 | Clarkson | -548815700 | CASUAL, CLASSIC | -548216405 | DATE NIGHT, EASY, LONG SLEEVE, STYLE, SWEATERS |