Tag Coefficient Debug: COMMUNICATION WAFER

Fold 1 - Understanding why coefficient -12643 was selected

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Summary

Tag: COMMUNICATION WAFER

Selected Coefficient: -12643

Taxonomy Path: -3.2.2

Taxonomy Name:

Products with this tag: 3

Unique residual values tried: 2

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?
-126431.000000-3.2.2-2.2.3 (-(2*79^2 + 2*79 + 3))Yes
-248832.000000-77.77.3-3.77.77 (-(3*79^2 + 77*79 + 77))No

Products with this Tag

These are the training products that have the "COMMUNICATION WAFER" tag (processing sequence 2360). 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
4246Rockwell T-1 Communication Chip Silicon Wafer - R8070, Transceiver, 4", 100mm-12643FIRST OF A KIND, ROCKWELL0none
4247Rockwell T-1 Communication Chip Silicon Wafers - R8050, R8060, 4", 100mm-12643FIRST OF A KIND, ROCKWELL0none
4188Rare Collection of Four 6502 Family Silicon Wafers - 6502 CPU, 6521 PIA, 6549 CVDG, 6551 ACIA/UART - 4",MOS,Rockwell-24883ROCKWELL, MOS-12240PROCESSOR WAFER