Tag Coefficient Debug: WINTER

Fold 2 - Understanding why coefficient -3926939 was selected

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Summary

Tag: WINTER

Selected Coefficient: -3926939

Taxonomy Path: -0.0.69.10

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 7

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?
03.00059500 (0)No
-39269393.000595-0.0.69.10-10.69.0.0 (-(10*71^3 + 69*71^2))Yes
201643.0005950.0.44.0.0 (4*71^2)No
2762921693.0005950.0.68.61.1010.61.68.0.0 (10*71^4 + 61*71^3 + 68*71^2)No
11393386.0000001.1.13.33.13.1.1 (3*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > CardigansNo
-4084836.000000-20.2.10.1-1.10.2.20 (-(357911 + 10*71^2 + 2*71 + 20))No
-3340316296.000000-59.68.19.10.13-13.10.19.68.59 (-(13*71^4 + 10*71^3 + 19*71^2 + 68*71 + 59))No

Products with this Tag

These are the training products that have the "WINTER" tag (processing sequence 1405). 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
1661Jacqueline Jacket - 100% Merino Knit - Ivory276292169AUTUMN280219108none
4930JOOK - Shetland zip cardigan (Orange)1139338Apparel & Accessories > Clothing > Clothing Tops > Cardigansnone5066277none
287Snood - Wine20164CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE3947103none
286Snood - Rust0CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE3926939none
2394Saloos Multi Animal Print Dress-408483FITS SIZE 18, PLUS SIZE, SALE3518456SALOOS
1662Jacqueline Skirt - 100% Merino Knit - Ivory-3926939AUTUMN0none
3091Eco Tan Invisible Tan Self Tan & Bronzer - Organic!-334031629ORGANIC, BEACH, BEAUTY-330104690none