Tag Coefficient Debug: COMMUNICATION WAFER

Fold 4 - Understanding why coefficient -13947 was selected

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Summary

Tag: COMMUNICATION WAFER

Selected Coefficient: -13947

Taxonomy Path: -3.2.2

Taxonomy Name:

Products with this tag: 3

Unique residual values tried: 3

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?
-139472.000000-3.2.2-2.2.3 (-(2*83^2 + 2*83 + 3))Yes
-68892.000000-0.0.1-1.0.0 (-(6889))No
139472.0000003.2.22.2.3 (2*83^2 + 2*83 + 3)No

Products with this Tag

These are the training products that have the "COMMUNICATION WAFER" tag (processing sequence 3533). 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
4180Silicon Wafer with Communication Chips - 6 inch, Ethernet13947none27894FRAMED ARTWORK
4265Silicon Wafer with Computer Chips - 5 inch, SCSI Terminators-6889MOS7058FRAMED ARTWORK
4246Rockwell T-1 Communication Chip Silicon Wafer - R8070, Transceiver, 4", 100mm-13947ROCKWELL, FIRST OF A KIND0FRAMED ARTWORK