Fold 1 - 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: 16
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 | 21.038135 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes | |
| -6540727 | 21.039257 | -1.2.21.13 | -13.21.2.1 (-(13*79^3 + 21*79^2 + 2*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 | |
| -50403 | 21.139241 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 0 | 23.012820 | 0 | 0 (0) | No | |
| -4437351 | 23.012833 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | No | |
| -6241 | 23.013940 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| 78349435 | 23.113924 | 0.78.71.0.2 | 2.0.71.78.0 (2*79^4 + 71*79^2 + 78*79) | No | |
| 178 | 30.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 4025525 | 30.012658 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 19198 | 30.025316 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 1335118907 | 31.000000 | 26.6.74.21.34 | 34.21.74.6.26 (34*79^4 + 21*79^3 + 74*79^2 + 6*79 + 26) | No | |
| 804 | 32.000000 | 14.10 | 10.14 (10*79 + 14) | Home & Garden > Household Supplies | No |
| 16 | 32.000000 | 16 | 16 (16) | Mature | No |
| -4624820 | 32.000000 | -2.3.30.9 | -9.30.3.2 (-(9*79^3 + 30*79^2 + 3*79 + 2)) | No |
These are the training products that have the "BEST SELLER" tag (processing sequence 782). 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 | 1335118907 | ANTI-AGEING | 1335718202 | MOISTURIZERS | ||
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 1335118907 | ANTI-AGEING | 1335718202 | MOISTURIZERS | ||
| 901 | Dreamy | 78349435 | ACCESSORIES | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | CLASSIC, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS | |
| 8316 | Anti Love | Heather Magenta | Short Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4624820 | FAIRE, GRAPHIC TEE | |
| 8331 | BABE | Vintage White | Short Sleeve Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4624820 | FAIRE, GRAPHIC TEE | |
| 10199 | Longtail ~ Small Chunky Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 618493 | none | |
| 8567 | Satya Sweet Vanilla Incense Sticks | 804 | Home & Garden > Household Supplies | none | 600099 | BLACK MAGIC | |
| 8514 | Cannabis Incense Sticks by Satya - Hand Rolled - Vegan Friendly | 178 | Religious & Ceremonial > Religious Items | none | 599473 | BLACK MAGIC | |
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 178 | Religious & Ceremonial > Religious Items | none | 599473 | BLACK MAGIC | |
| 8543 | Nag Champa Tree Of Life Combo Pack Incense Sticks by Satya | 178 | Religious & Ceremonial > Religious Items | none | 599473 | BLACK MAGIC | |
| 2291 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Black) | 16 | Mature | none | 599311 | none | |
| 824 | Astoria | 0 | CASUAL | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CLASSIC, COMFORT, SOFT SWEATERS | |
| 857 | Clarkson | 0 | CASUAL | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | CLASSIC, COMFORT, STYLE | |
| 2107 | Hammam Home Spa Collection- Original Unscented | 0 | SKIN CARE | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 8342 | VINTAGE | Clay | Sweatshirt | 0 | SWEATSHIRT | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | FAIRE | |
| 8356 | Leopard Star | Ash | Sweatshirt | 0 | SWEATSHIRT | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | FAIRE | |
| 10221 | Longtail ~ The Longtail in Flight Pendant | 0 | PENDANT | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 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, HALLOWEEN, MOTHERS | ||
| 10240 | Hoops ~ Caviar Large in Gold | -50403 | EARRINGS, GOLD | 548892 | HOOPS | ||
| 4546 | Reversible Amai/Soludo 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 | ||
| 4550 | Reversible Ikeogu/Taj 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 | ||
| 1025 | Naya | -4437351 | CASUAL | -3838056 | CLASSIC, COMFORT, STYLE | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -4624820 | STATEMENT, ACCESSORIES, APPAREL | -4025525 | none | ||
| 1035 | Paige | -5929030 | CASUAL, BEST DRESS | -5329735 | CLASSIC, COMFORT, FIGURE FLATTERING, RAILS, RETRO, STYLE, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -5997681 | CASUAL, BEST DRESS | -5398386 | CLASSIC, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS, RETRO, STYLE | ||
| 1069 | Taylor | -6540727 | CASUAL, ACCESSORIES | -5941432 | CLASSIC, COMFORT, STYLE, SUMMER COLORS |