Fold 1 - Understanding why coefficient 50403 was selected
Tag: GOLD
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 54
Unique residual values tried: 17
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? |
|---|---|---|---|---|---|
| 50403 | 26.191315 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 37921 | 26.191315 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 56644 | 26.191476 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 69126 | 26.191796 | 1.6.11 | 11.6.1 (11*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| 31680 | 26.191796 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 5997681 | 26.266303 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 117898811 | 26.266466 | 1.1.10.2.3 | 3.2.10.1.1 (3*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | No |
| 3020724 | 26.266468 | 1.1.10.6 | 6.10.1.1 (6*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | No |
| 168666 | 26.278481 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 38079 | 26.329114 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 15 | 40.000000 | 15 | 15 (15) | Luggage & Bags | No |
| 0 | 46.000160 | 0 | 0 (0) | No | |
| -6241 | 46.001122 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| 16 | 53.000000 | 16 | 16 (16) | Mature | No |
| 187481 | 53.000000 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | No |
| 25459 | 53.000000 | 21.6.4 | 4.6.21 (4*79^2 + 6*79 + 21) | Services > Personal Services > Lifestyle Services | No |
| 6419 | 53.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "GOLD" tag (processing sequence 12). 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 |
|---|---|---|---|---|---|---|---|
| 1668 | Maia Cape - 100% Cotton Knit | 117898811 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | none | 117848408 | COTTON | |
| 1667 | Maia Cape - 100% Cotton Knit | 117898811 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | none | 117848408 | BABY PINK, COTTON | |
| 10295 | Confetti Sweater - Navy/Gold | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5947278 | none | |
| 1665 | Laura Top - 90% Cotton / 10% Lurex Knit | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5947278 | COTTON, RIGHE | |
| 10278 | Heart Sleeve Sweater - Buttermilk | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5947278 | none | |
| 1089 | Zoey | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5947278 | none | |
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | 2970321 | COTTON, RIGHE, SS JACKET GILET | |
| 2375 | Gold Leopard Figurine Metal Table Top Piece | 187481 | Home & Garden > Decor > Figurines | none | 137078 | METAL | |
| 9206 | Ségur | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 118263 | 22K, LARGE | |
| 9209 | Lille | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 118263 | 22K | |
| 9189 | Theatre | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 118263 | ROUND, 22K | |
| 9191 | Rue Berthe | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 118263 | 22K, CAT-EYE | |
| 9192 | Rue Fabert | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 118263 | 22K | |
| 9208 | Rue de Charonne | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 118263 | 22K | |
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | 69126 | Apparel & Accessories > Jewelry > Watches | none | 18723 | CASUAL, BLUE, ROUND | |
| 393 | Stack ring ~ Flat Satin Silver | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | SATIN | |
| 9617 | Women's Herkimer Diamond 14k Gold-Filled Adjustable Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | none | |
| 2239 | Dainty Birthstone Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | none | |
| 9147 | Gold and Antique Bronze Wire Wrapped Raw Green Kyanite Pendant Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | GREEN CRYSTAL | |
| 11181 | 14K Gold Mini Pearl Accent Link Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 50-100, IN-STOCK, NECKLACES | |
| 9484 | Silver Black Onyx Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9353 | Raw Green BC Jade Necklace - Antique Bronze and Gold | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9503 | CLEO: KHAKI, IVORY & GOLD VELCRO SANDALS - COMING SOON | 38079 | Apparel & Accessories > Shoes > Sandals | none | -12324 | FOOTBED SANDALS | |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | 38079 | Apparel & Accessories > Shoes > Sandals | none | -12324 | METALLIC, SANDAL | |
| 2230 | Angel Wing Ear Climbers | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | none | |
| 4147 | Item048: ChipScapes Computer Bug Wings - "The Bee" | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | BLUE, COMPUTER BUG | |
| 11180 | 14K Gold Mini Pearl Hoop Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | UNDER-50 | |
| 9391 | Rock Crystal Drop Earrings - Sterling Silver Plated | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | CLEAR QUARTZ | |
| 11242 | Nomination Classic England Flag Link | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | LINK | |
| 10197 | VIP Jewellery Design Experience! | 25459 | Services > Personal Services > Lifestyle Services | none | -24944 | BRIDAL, ENGAGEMENT RINGS | |
| 14095 | St Jude Chaplet, Memento Mori & Red Coral Beads | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -43984 | 51 | |
| 2302 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Gold) | 16 | Mature | none | -50387 | none | |
| 4404 | MISHA | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4385 | MAJESTIC | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4379 | LORELAI | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4338 | JANNAT | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4326 | INAYAT | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4289 | HIGHNESS | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4284 | HARMONY | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4486 | NURA | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4128 | GATSBY | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4062 | DAISY- Silver | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4051 | DAISY- Bronze | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4004 | MORNI | 15 | Luggage & Bags | none | -50388 | METAL | |
| 3985 | CELINA | 15 | Luggage & Bags | none | -50388 | METAL | |
| 3957 | BOMBAY | 15 | Luggage & Bags | none | -50388 | METAL | |
| 4235 | Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold | 0 | EARRINGS | -50403 | GIFT, ROUND, MEMORY, ECB, DANGLES | ||
| 10240 | Hoops ~ Caviar Large in Gold | 0 | EARRINGS | -50403 | BEST SELLER, HOOPS | ||
| 4167 | Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold | 0 | EARRINGS | -50403 | BLUE, GIFT, ROUND, ECB, DANGLES | ||
| 4166 | Item016: Computer Chip Earrings - Logic Chip, Dangles, Long Rectangle, Red, Gold | 0 | EARRINGS | -50403 | DANGLES | ||
| 4162 | Item001: Communication Board Earrings - Nortel, Dangles, Round, Green, Gold | 0 | EARRINGS | -50403 | GIFT, ROUND, ECB, DANGLES | ||
| 2486 | Green Stone Cross Crystal Silver Earrings | 0 | EARRINGS | -50403 | CRYSTAL, GREEN, CROSS, FAITH | ||
| 9814 | Perfect Morning Earring | 0 | EARRINGS | -50403 | 2023LAUNCH, ACCESSORIES | ||
| 10182 | Tide Pool ~ Textured Large Gem Gold Pendant w/ London Blue Topaz | -6241 | EARRINGS | -56644 | none |