Fold 4 - Understanding why coefficient 15 was selected
Tag: GOLD
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 29
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 15 | 16.000000 | 15 | 15 (15) | Luggage & Bags | Yes |
| 4360537 | 21.056536 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 15550 | 21.056735 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 30673 | 21.056933 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 45796 | 21.056933 | 1.6.9 | 9.6.1 (9*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 2197948 | 21.056933 | 1.1.10.6 | 6.10.1.1 (6*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | No |
| 0 | 24.000003 | 0 | 0 (0) | No | |
| -1789555 | 24.000011 | -0.0.0.5 | -5.0.0.0 (-(5*71^3)) | No | |
| -55878 | 27.000000 | -1.6.11 | -11.6.1 (-(11*71^2 + 6*71 + 1)) | No | |
| 16 | 28.000000 | 16 | 16 (16) | Mature | No |
These are the training products that have the "GOLD" tag (processing sequence 24). 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 |
|---|---|---|---|---|---|---|---|
| 1664 | Laura Top - 90% Cotton / 10% Lurex Knit | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4360522 | BROWN, PEARL, RIGHE | |
| 1089 | Zoey | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4360522 | FRAILS | |
| 1665 | Laura Top - 90% Cotton / 10% Lurex Knit | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4360522 | RIGHE, STRIPE | |
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 2197948 | Apparel & Accessories > Clothing > Outerwear > Vests | none | 2197933 | BROWN, PEARL, RIGHE, STRIPE | |
| 2239 | Dainty Birthstone Ring | 45796 | Apparel & Accessories > Jewelry > Rings | none | 45781 | none | |
| 2230 | Angel Wing Ear Climbers | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 30658 | none | |
| 382 | Matte Onyx Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 15535 | ACCESSORIES | |
| 294 | Farm Sanctuary Intention Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 15535 | ALYCIÆNGEL, BRACELET | |
| 2302 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Gold) | 16 | Mature | none | 1 | Apparel & Accessories | none |
| 4289 | HIGHNESS | 15 | Luggage & Bags | none | 0 | none | |
| 4326 | INAYAT | 15 | Luggage & Bags | none | 0 | none | |
| 4338 | JANNAT | 15 | Luggage & Bags | none | 0 | none | |
| 4385 | MAJESTIC | 15 | Luggage & Bags | none | 0 | none | |
| 4379 | LORELAI | 15 | Luggage & Bags | none | 0 | none | |
| 4404 | MISHA | 15 | Luggage & Bags | none | 0 | none | |
| 4486 | NURA | 15 | Luggage & Bags | none | 0 | none | |
| 3957 | BOMBAY | 15 | Luggage & Bags | none | 0 | none | |
| 4051 | DAISY- Bronze | 15 | Luggage & Bags | none | 0 | none | |
| 4057 | DAISY- Gold | 15 | Luggage & Bags | none | 0 | none | |
| 4062 | DAISY- Silver | 15 | Luggage & Bags | none | 0 | none | |
| 4491 | PARIS | 15 | Luggage & Bags | none | 0 | none | |
| 4284 | HARMONY | 15 | Luggage & Bags | none | 0 | none | |
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | 0 | ROUND | -15 | CASUAL, WHITE, ALLOY | ||
| 3857 | The MOS 6502 - The Hobbyist's Microprocessor Rare MCS6502 Version | 0 | MICROPROCESSOR | -15 | WHITE | ||
| 4166 | Item016: Computer Chip Earrings - Logic Chip, Dangles, Long Rectangle, Red, Gold | 0 | EARRINGS | -15 | DANGLES | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | 0 | DESIGN | -15 | none | ||
| 4162 | Item001: Communication Board Earrings - Nortel, Dangles, Round, Green, Gold | -55878 | EARRINGS, ROUND | -55893 | DANGLES | ||
| 4235 | Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold | -55878 | EARRINGS, ROUND | -55893 | DANGLES | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -1789555 | STAINLESS STEEL, ROUND | -1789570 | CASUAL, MEN, PRE-ORDER |