Fold 2 - Understanding why coefficient -599295 was selected
Tag: BEST SELLER
Selected Coefficient: -599295
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 33
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 | 21.050793 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes | |
| -6540727 | 21.051755 | -1.2.21.13 | -13.21.2.1 (-(13*79^3 + 21*79^2 + 2*79 + 1)) | No | |
| -19198 | 21.126582 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No | |
| -5997681 | 21.126743 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -5929030 | 21.126743 | -1.1.2.12 | -12.2.1.1 (-(12*79^3 + 2*79^2 + 79 + 1)) | No | |
| 0 | 22.000325 | 0 | 0 (0) | No | |
| 3944312 | 22.000337 | 0.0.0.8 | 8.0.0.0 (8*79^3) | No | |
| 493039 | 22.000337 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -6241 | 22.001602 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| -238025499 | 22.001602 | -0.0.61.8.6 | -6.8.61.0.0 (-(6*79^4 + 8*79^3 + 61*79^2)) | No | |
| 822401784 | 31.000000 | 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 |
| 1337 | 31.000000 | 73.16 | 16.73 (16*79 + 73) | No | |
| -553278095 | 31.012658 | -15.12.14.16.14 | -14.16.14.12.15 (-(14*79^4 + 16*79^3 + 14*79^2 + 12*79 + 15)) | No | |
| -470491309 | 31.012658 | -15.13.21.6.12 | -12.6.21.13.15 (-(12*79^4 + 6*79^3 + 21*79^2 + 13*79 + 15)) | No | |
| -548815700 | 31.012658 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -3813502 | 31.012658 | -14.3.58.7 | -7.58.3.14 (-(7*79^3 + 58*79^2 + 3*79 + 14)) | No | |
| 16 | 32.000000 | 16 | 16 (16) | Mature | No |
| 6447113 | 32.000000 | 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 |
These are the training products that have the "BEST SELLER" tag (processing sequence 786). 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 | |
| 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 | 3944312 | SHORTS | 4543607 | Apparel & Accessories > Clothing Accessories > Hats > Panama Hats | none | |
| 8342 | VINTAGE | Clay | Sweatshirt | 493039 | SWEATSHIRT | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | COMFY, FAIRE | |
| 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 | ||
| 2291 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Black) | 16 | Mature | none | 599311 | none | |
| 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 | 0 | ACNE | 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 | |
| 8514 | Cannabis Incense Sticks by Satya - Hand Rolled - Vegan Friendly | 0 | INCENSE STICKS | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | BLACK MAGIC | |
| 10221 | Longtail ~ The Longtail in Flight Pendant | 0 | PENDANT | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 10199 | Longtail ~ Small Chunky Bracelet | 0 | BRACELET | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 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 | |
| 8556 | Triple Moon - Magic Candle Holder | -6241 | CANDLES | 593054 | BLACK MAGIC, FATHERS DAY, HALLOWEEN, MOTHERS | ||
| 10198 | Longtail ~ The Longtail in Flight Pendant in Gold | -19198 | PENDANT, GOLD | 580097 | none | ||
| 10240 | Hoops ~ Caviar Large in Gold | -19198 | EARRINGS, GOLD | 580097 | HOOPS | ||
| 4558 | Reversible Wensi Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 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 | ||
| 4551 | Reversible Inye/Kofi Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4556 | Reversible Ulo/Ife Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4557 | Reversible Une/Naetochu Head Wrap African Print | -599295 | STATEMENT, ACCESSORIES | 0 | none | ||
| 4559 | Reversible Zain/Eind 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, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -5997681 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | -5398386 | COMFY, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, STYLE | ||
| 1069 | Taylor | -6540727 | CASUAL, CLASSIC, FASHION, ACCESSORIES, ATTIRE | -5941432 | FLATTERING, STYLE, SUMMER COLORS | ||
| 2107 | Hammam Home Spa Collection- Original Unscented | -238025499 | SKIN CARE | -237426204 | none | ||
| 901 | Dreamy | -470491309 | CLASSIC, FASHION, ACCESSORIES | -469892014 | COMFY, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 857 | Clarkson | -548815700 | CASUAL, CLASSIC | -548216405 | DATE NIGHT, EASY, LONG SLEEVE, STYLE | ||
| 1025 | Naya | -553278095 | CASUAL, CLASSIC, FASHION | -552678800 | COMFY, EASY, FLATTERING, LONG SLEEVE, STYLE |