Fold 3 - Understanding why coefficient 31680 was selected
Tag: PENDANT
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 34
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 31680 | 1.000801 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 50403 | 1.004486 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 1536327 | 33.000000 | 14.13.9.3 | 3.9.13.14 (3*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Chandeliers | No |
These are the training products that have the "PENDANT" tag (processing sequence 7). 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 |
|---|---|---|---|---|---|---|---|
| 12382 | Pumpkin Glass Bell Jar Chandelier, with Three Light Body | 1536327 | Home & Garden > Lighting > Lighting Fixtures > Chandeliers | none | 1504647 | CEILING | |
| 4144 | Item006: Apple Microprocessor Pendant - PowerPC, Motorola, PowerMac, PPC750 | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 18723 | MICROPROCESSOR, MOTOROLA | |
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 18723 | 15TH ANNIVERSARY, 8TH ANNIVERSARY, RED CRYSTAL | |
| 1599 | Sterling Silver Tree of Life Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 18723 | NECKLACE, LADIES | |
| 4243 | Item028: Poké Ball Necklace - Silver, Red, Purple, Bronze, Pokémon, Pokemon | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 18723 | none | |
| 807 | DIAMOND DRAGONFLY NECKLACE | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 18723 | NECKLACE | |
| 725 | DIAMOND AND RUBY LADYBIRD AND LEAF PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NECKLACE | |
| 4085 | Item033: Pool Circuit Board Pendant - Silver, Blue, Gold, Summer | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4086 | Item034: Apple Microprocessor Pendant - PowerPC, IBM, Canada, PPC750 | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | MICROPROCESSOR, MOTOROLA | |
| 4102 | Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4103 | Item040: Silicon Wafer Memory Chip Pendant - Silver, Purple, Rainbow Colors, Ramtron, FRAM | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4117 | Item043: Silicon Wafer Computer Chip Pendant - Purple & Fire | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4118 | Item044: Smartcard Chip Antenna Pendant - Bronze and Gold | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4120 | Item046: Laptop Circuit Board Pendant - Silver, Blue, Black, Copper, Cartouche | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4196 | Item060: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chips | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4197 | Item061: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chip - Single Chip | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4237 | Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4256 | Item017: Silicon Wafer Microprocessor Pendant - Silver & Rainbow Colors, Texas Instruments | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | MICROPROCESSOR, MICROCOMPUTER | |
| 9086 | Men's Herkimer Diamond Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | 30TH ANNIVERSARY | |
| 10192 | Ocean Leaf Small Yellow Gold Pendant w/ London Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10198 | Longtail ~ The Longtail in Flight Pendant in Gold | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | GOLD | |
| 10221 | Longtail ~ The Longtail in Flight Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10222 | Longtail ~ The Longtail in Flight 2022 Ornament/Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | ORNAMENT | |
| 12526 | WITCH'S KNUCKLE DUSTER PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 12527 | THE SINNER HEART PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 12528 | LUNA SPEAR PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 379 | ROSANNE PUGLIESE 18K & GEOMETRIC VIOLET AMETHYST PENDANT ON 22K CHAIN | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 12538 | FUCK YOU HEART PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 633 | DIAMOND STARBURST CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NECKLACE | |
| 654 | DIAMOND STARBURST PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NECKLACE | |
| 655 | DIAMOND STARBURST PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NECKLACE | |
| 659 | DIAMOND STARBURST PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NECKLACE | |
| 707 | DIAMOND JIGSAW PUZZLE CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NECKLACE |