Tag Coefficient Debug: RELAXED & CLEAR

Fold 2 - Understanding why coefficient 4986559 was selected

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Summary

Tag: RELAXED & CLEAR

Selected Coefficient: 4986559

Taxonomy Path: 0.0.9.10

Taxonomy Name:

Products with this tag: 5

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?
49865592.0001600.0.9.1010.9.0.0 (10*79^3 + 9*79^2)Yes
02.00032000 (0)No
-685533.000000-60.77.10-10.77.60 (-(10*79^2 + 77*79 + 60))No

Products with this Tag

These are the training products that have the "RELAXED & CLEAR" tag (processing sequence 3738). 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
8242Chakra Healing Lotion Candle Number 64986559ALKEMIE0none
8250Chakra Healing Lotion Number 64986559ALKEMIE0none
8249Chakra Healing Lotion Number 70ALKEMIE-4986559none
6535Crown Chakra Ritual Kit-68553SETS-5055112none
6572Third Eye Chakra Ritual Kit-68553SETS-5055112none