Fold 4 - 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: 32
Unique residual values tried: 6
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 | 12.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 0 | 25.000000 | 0 | 0 (0) | No | |
| 1043288 | 29.000002 | 14.13.9.2 | 2.9.13.14 (2*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures | No |
| 1536327 | 29.000004 | 14.13.9.3 | 3.9.13.14 (3*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Chandeliers | No |
| -3781822 | 31.000000 | -13.76.52.7 | -7.52.76.13 (-(7*79^3 + 52*79^2 + 76*79 + 13)) | No | |
| -50403 | 31.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No |
These are the training products that have the "PENDANT" tag (processing sequence 1772). 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 | CHANDELIER | |
| 2661 | LARGE Tube Pendant Light - ROSE GOLD | 1043288 | Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures | none | 1011608 | HOME | |
| 2678 | LARGE Tube Pendant Light - BRONZE GOLD | 1043288 | Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures | none | 1011608 | HOME | |
| 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 | |
| 695 | DIAMOND WING 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 | |
| 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 | ECB | |
| 4086 | Item034: Apple Microprocessor Pendant - PowerPC, IBM, Canada, PPC750 | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4089 | Item038: Silicon Wafer 6502 Microprocessor Pendant - WDC, Mensch | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | MOS, 6502 | |
| 4102 | Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | LAPTOP, ECB, DELL | |
| 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 | |
| 4196 | Item060: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chips | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | CPU | |
| 4197 | Item061: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chip - Single Chip | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | CPU | |
| 4237 | Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | ECB | |
| 4256 | Item017: Silicon Wafer Microprocessor Pendant - Silver & Rainbow Colors, Texas Instruments | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4258 | Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9085 | Men's Herkimer Diamond Pendant - Antique Bronze | 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 | |
| 599 | 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 | |
| 12539 | CELESTIAL PENDANT | 0 | WITCHY | -31680 | none | ||
| 12537 | LUNA PHASE PENDANT | 0 | WITCHY | -31680 | none | ||
| 12538 | FUCK YOU HEART PENDANT | 0 | WITCHY | -31680 | none | ||
| 1599 | Sterling Silver Tree of Life Necklace | 0 | LADIES | -31680 | NECKLACE | ||
| 12526 | WITCH'S KNUCKLE DUSTER PENDANT | 0 | WITCHY | -31680 | none | ||
| 12527 | THE SINNER HEART PENDANT | 0 | WITCHY | -31680 | none | ||
| 12528 | LUNA SPEAR PENDANT | 0 | WITCHY | -31680 | none | ||
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | -50403 | ANTIQUE BRONZE, WOMEN'S NECKLACE | -82083 | RUBY | ||
| 10222 | Longtail ~ The Longtail in Flight 2022 Ornament/Pendant | -3781822 | ORNAMENT | -3813502 | none |