Tag Coefficient Debug: 2000S

Fold 0 - Understanding why coefficient -20236 was selected

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Summary

Tag: 2000S

Selected Coefficient: -20236

Taxonomy Path: -1.1.4

Taxonomy Name:

Products with this tag: 9

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?
-202365.000000-1.1.4-4.1.1 (-(4*71^2 + 71 + 1))Yes
32868045.0000001.1.13.99.13.1.1 (9*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > Tank TopsNo
08.00000000 (0)No

Products with this Tag

These are the training products that have the "2000S" tag (processing sequence 104). 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
5228Airbrush Hearts Crop Top Design3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone3307040none
5329Airbrush 2000s Baby Crop Top3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone3307040none
5259Airbrush Lucky Crop Top3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone3307040none
5249Airbrush Freaknik Dallas Crop Top3286804Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone3307040none
5485Airbrush For The '99 and the 2000 Shirt Design0DESIGN20236Apparel & Accessories > Clothing > Dressesnone
5176Airbrush 1995 Crop Top And Jogger Set-20236JOGGERS, WHITE0none
5159Airbrush Bubble Font Crop Top And Jogger Set-20236JOGGERS, WHITE0none
5093Airbrush 1997 Green Hearts Crop Top And Jogger Set-20236JOGGERS, WHITE0none
5081Airbrush 1995 Crop Top And Jogger Set-20236JOGGERS, WHITE0none