Tag Coefficient Debug: REUSABLE

Fold 2 - Understanding why coefficient -2928750 was selected

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Summary

Tag: REUSABLE

Selected Coefficient: -2928750

Taxonomy Path: -0.70.12.8

Taxonomy Name:

Products with this tag: 4

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?
-29287502.014085-0.70.12.8-8.12.70.0 (-(8*71^3 + 12*71^2 + 70*71))Yes
543974312.0140850.0.70.9.22.9.70.0.0 (2*71^4 + 9*71^3 + 70*71^2)No
7963.00000015.1111.15 (11*71 + 15)Luggage & Bags > Shopping TotesNo
512053.00000014.11.1010.11.14 (10*71^2 + 11*71 + 14)Home & Garden > Kitchen & Dining > TablewareNo

Products with this Tag

These are the training products that have the "REUSABLE" tag (processing sequence 212). 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
3136Native Neem Organic Neem Oil54397431ORGANIC57326181PETS
3174The Green Collective XOXO Tea Towel51205Home & Garden > Kitchen & Dining > Tablewarenone2979955CLEANING
8108Tote Butterfly Pink Believe Ma (2.99)796Luggage & Bags > Shopping Totesnone2929546none
7814Green Fairy-2928750GREEN0none