Tag Coefficient Debug: CIRCUIT BOARD

Fold 4 - Understanding why coefficient -368220 was selected

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Summary

Tag: CIRCUIT BOARD

Selected Coefficient: -368220

Taxonomy Path: -14.3.2.1

Taxonomy Name:

Products with this tag: 9

Unique residual values tried: 5

Candidate Coefficients Tried

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?
-3682206.000000-14.3.2.1-1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14))Yes
06.00000000 (0)No
-47287578.000000-15.4.15.13-13.15.4.15 (-(13*71^3 + 15*71^2 + 4*71 + 15))No
-3886748.000000-20.7.6.1-1.6.7.20 (-(357911 + 6*71^2 + 7*71 + 20))No
102278.0000003.2.22.2.3 (2*71^2 + 2*71 + 3)Arts & Entertainment > Hobbies & Creative Arts > CollectiblesNo

Products with this Tag

These are the training products that have the "CIRCUIT BOARD" tag (processing sequence 151). 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
4207IBM Pluggable Unit - A Vertical Circuit Board10227Arts & Entertainment > Hobbies & Creative Arts > Collectiblesnone378447none
4102Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze0PENDANT368220Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsLAPTOP
4158ChipScapes Set #6: Computer Circuit Boards (3 Ornaments)0ORNAMENT368220Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsGRAPHICS
4237Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold0PENDANT368220Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsGRAPHICS
4162Item001: Communication Board Earrings - Nortel, Dangles, Round, Green, Gold-368220EARRINGS, GOLD, ROUND, DANGLES, GIFT0none
4149IBM System/360 Processor Card-368220MICROPROCESSOR, GIFT0none
4235Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold-368220EARRINGS, GOLD, ROUND, DANGLES, GIFT0none
4150ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments)-388674MICROPROCESSOR, ORNAMENT, SILICON WAFER, GIFT-20454PENTIUM, MOTOROLA
4167Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold-4728757EARRINGS, GOLD, BLUE, ROUND, DANGLES, GIFT-4360537GRAPHICS