Tag Coefficient Debug: CIRCUIT BOARD

Fold 3 - Understanding why coefficient -3813502 was selected

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Summary

Tag: CIRCUIT BOARD

Selected Coefficient: -3813502

Taxonomy Path: -14.3.58.7

Taxonomy Name:

Products with this tag: 8

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?
-38135026.000000-14.3.58.7-7.58.3.14 (-(7*79^3 + 58*79^2 + 3*79 + 14))Yes
-321626.000000-9.12.5-5.12.9 (-(5*79^2 + 12*79 + 9))No
06.00000000 (0)No
-696017.000000-2.12.11-11.12.2 (-(11*79^2 + 12*79 + 2))No
-316807.000000-1.6.5-5.6.1 (-(5*79^2 + 6*79 + 1))No

Products with this Tag

These are the training products that have the "CIRCUIT BOARD" tag (processing sequence 3813). 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
4149IBM System/360 Processor Card0FIRST OF A KIND3813502Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornamentsnone
4150ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments)0ORNAMENT3813502Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornamentsnone
4237Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold-31680ECB, PENDANT3781822none
4102Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze-32162ECB, PENDANT, DELL3781340none
4169Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver-32162ECB, PENDANT, DELL3781340none
4167Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold-69601EARRINGS, DANGLES, ECB3743901none
4157ChipScapes Set #5: Computer Circuit Boards with Chips (3 Ornaments)-3813502LOGIC, ORNAMENT0none
4158ChipScapes Set #6: Computer Circuit Boards (3 Ornaments)-3813502LOGIC, ORNAMENT0none