Tag Coefficient Debug: DOCTOR'S BEST

Fold 3 - Understanding why coefficient 335701066 was selected

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Summary

Tag: DOCTOR'S BEST

Selected Coefficient: 335701066

Taxonomy Path: 13.1.9.6.7

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 5

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?
3357010660.00014513.1.9.6.77.6.9.1.13 (7*83^4 + 6*83^3 + 9*83^2 + 83 + 13)Yes
120104480320.00014513.1.9.6.4.33.4.6.9.1.13 (3*83^5 + 4*83^4 + 6*83^3 + 9*83^2 + 83 + 13)No
2407844240.00014513.1.9.6.55.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)No
201258209230.00014513.1.9.6.9.55.9.6.9.1.13 (5*83^5 + 9*83^4 + 6*83^3 + 9*83^2 + 83 + 13)No
1103200.00087113.1.1616.1.13 (16*83^2 + 83 + 13)No

Products with this Tag

These are the training products that have the "DOCTOR'S BEST" tag (processing sequence 6463). 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
27334Doctor's Best Vitamin D3 (5000IU) 180 & 360 softgels20125820923none19790119857none
27331Doctor's Best Serrapeptase 90 & 270 vcaps12010448032none11674746966none
27332Doctor's Best Betaine HCI Pepsin & Gentian Bitters 120 & 360 caps12010448032none11674746966none
27330Doctor's Best Fully Active B Complex with Quatrefolic 30&60 vcaps335701066none0none
27335Doctor's Best Multi-Vitamin with Vitashine D3 and Quatrefolic 90 vcaps335701066none0none
27333Doctor's Best Nattokinase (2,000FUs) 90 & 270 vcaps240784424none-94916642none
27329Doctor's Best Glucosamine Chondroitin MSM 120&240&360 caps110320none-335590746none