Tag Coefficient Debug: MICROSOFT PLANNER

Fold 3 - Understanding why coefficient -60585 was selected

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Summary

Tag: MICROSOFT PLANNER

Selected Coefficient: -60585

Taxonomy Path: -22.1.12

Taxonomy Name:

Products with this tag: 4

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?
-605852.000000-22.1.12-12.1.22 (-(12*71^2 + 71 + 22))Yes
02.00000000 (0)No

Products with this Tag

These are the training products that have the "MICROSOFT PLANNER" tag (processing sequence 1009). 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
1656Office 365 – Pro lifetime 5 device0MICROSOFT OUTLOOK 36560585Software > Computer Software > Office Application Softwarenone
1807Microsoft Office 2019 Home and Business0MICROSOFT OUTLOOK 36560585Software > Computer Software > Office Application Softwarenone
1810Microsoft Office 2019 Professional-60585INTERNET EXPLORER 11, MICROSOFT OUTLOOK 3650none
1811Microsoft Office 2019 Professional Plus-60585INTERNET EXPLORER 11, MICROSOFT OUTLOOK 3650none