Tag Coefficient Debug: KSUBI

Fold 1 - Understanding why coefficient -2369900 was selected

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Summary

Tag: KSUBI

Selected Coefficient: -2369900

Taxonomy Path: -1.1.12.4

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 4

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?
-23699002.000145-1.1.12.4-4.12.1.1 (-(4*83^3 + 12*83^2 + 83 + 1))Yes
-46639372.000726-1.1.13.8-8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1))No
5717877.0000000.0.0.11.0.0.0 (571787)No
40921507.0000001.1.13.77.13.1.1 (7*83^3 + 13*83^2 + 83 + 1)No

Products with this Tag

These are the training products that have the "KSUBI" tag (processing sequence 3757). 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
8626Ksubi Master Resort S/S Shirt - White4092150none6462050SHIRTS
8623Ksubi Fleece Cut-Off Tank - Grey571787T-SHIRTS2941687Apparel & Accessories > Clothing > Pants > Jeggingsnone
8637Ksubi Chitch Thrashed Jeans - Denim-2369900CLOTHING-SIZE-30, JEANS0none
8621Ksubi Hazlow City High Rise Jeans - Denim-2369900CLOTHING-SIZE-30, JEANS0none
8620Ksubi Chitch Ether Trashed Jeans - Black-2369900CLOTHING-SIZE-30, JEANS0none
8635Ksubi Chitch Krow Krushed Jeans - Black-2369900CLOTHING-SIZE-30, JEANS0none
8636Ksubi Chitch Punk Blue Jeans - Denim-2369900CLOTHING-SIZE-30, JEANS0none
8622Ksubi Scott Biggie Tee - Brown-4663937TEES, T-SHIRTS-2294037none