Tag Coefficient Debug: SINGLE OILS

Fold 2 - Understanding why coefficient -2287148 was selected

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Summary

Tag: SINGLE OILS

Selected Coefficient: -2287148

Taxonomy Path: -0.0.0.4

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 6

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?
-22871482.036146-0.0.0.4-4.0.0.0 (-(4*83^3))Yes
-22528692.036146-0.2.78.3-3.78.2.0 (-(3*83^3 + 78*83^2 + 2*83))No
02.03614800 (0)No
-5375082.036148-0.2.78-78.2.0 (-(78*83^2 + 2*83))No
1380426.01204813.3.2020.3.13 (20*83^2 + 3*83 + 13)No
29692556.01204813.1.16.55.16.1.13 (5*83^3 + 16*83^2 + 83 + 13)No

Products with this Tag

These are the training products that have the "SINGLE OILS" tag (processing sequence 6650). 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
17105doTERRA | Black Spruce2969255none5256403none
17175doTERRA | An Oil Trio Beginner Kit - Lavendar Lemon Peppermint138042none2425190none
17182doTERRA | Neroli Touch0DOTERRA2287148none
17166doTERRA | Green Mandarin-537508DOTERRA1749640none
17186doTERRA | Pink Pepper-2252869DOTERRA34279none
17109doTERRA | Copaiba-2252869DOTERRA34279none
17195doTERRA | Tulsi (Holy Basil)-2287148DOTERRA0none
17177doTERRA | Madagascar Vanilla-2287148DOTERRA0none