Tag Coefficient Debug: COMMUNICATION

Fold 0 - Understanding why coefficient -378447 was selected

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Summary

Tag: COMMUNICATION

Selected Coefficient: -378447

Taxonomy Path: -17.5.4.1

Taxonomy Name:

Products with this tag: 6

Unique residual values tried: 4

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?
-3784474.000000-17.5.4.1-1.4.5.17 (-(357911 + 4*71^2 + 5*71 + 17))Yes
-102274.000000-3.2.2-2.2.3 (-(2*71^2 + 2*71 + 3))No
-3682205.000000-14.3.2.1-1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14))No
05.00000000 (0)No

Products with this Tag

These are the training products that have the "COMMUNICATION" tag (processing sequence 202). 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
2893Absolute Essential Throat Chakra Essential Oil Blend (Organic)0ORGANIC378447AROMATHERAPY, BODY OIL
4129Item047: Silicon Wafer Cell Phone Chip Earrings - Bronze & Rainbow Colors, Broadcom-10227EARRINGS, SILICON WAFER368220Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsTELEPHONE
4250Item027: Silicon Wafer Communication Chip Earrings - Silver & Rainbow Colors, AMI-10227EARRINGS, SILICON WAFER368220Home & Garden > Decor > Artificial Flora > Artificial Flowering PlantsTELEPHONE
4118Item044: Smartcard Chip Antenna Pendant - Bronze and Gold-368220PENDANT, GIFT10227Arts & Entertainment > Hobbies & Creative Arts > Collectiblesnone
4085Item033: Pool Circuit Board Pendant - Silver, Blue, Gold, Summer-378447PENDANT, SILICON WAFER, GIFT0none
4258Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI-378447PENDANT, SILICON WAFER, GIFT0TELEPHONE