Tag Coefficient Debug: PARTY FAVOR

Fold 2 - Understanding why coefficient -3813502 was selected

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Summary

Tag: PARTY FAVOR

Selected Coefficient: -3813502

Taxonomy Path: -14.3.58.7

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?
-38135022.000000-14.3.58.7-7.58.3.14 (-(7*79^3 + 58*79^2 + 3*79 + 14))Yes
02.00000000 (0)No
24840862.00000010.2.3.55.3.2.10 (5*79^3 + 3*79^2 + 2*79 + 10)No

Products with this Tag

These are the training products that have the "PARTY FAVOR" tag (processing sequence 3767). 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
13067Pawsome Party Adoption Box Party Favor | 3 ct2484086BOX6297588none
6175Zeta Phi Beta 10" Ceramic White Vase0INSPIRATIONAL3813502Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornamentsnone
6186Zeta Phi Beta Key Chain Tag-3813502OFFICE GIFT, HERS0none