Tag Coefficient Debug: MORALE PATCH ARMORY

Fold 2 - Understanding why coefficient 55777 was selected

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Summary

Tag: MORALE PATCH ARMORY

Selected Coefficient: 55777

Taxonomy Path: 1.8.8

Taxonomy Name:

Products with this tag: 11

Unique residual values tried: 8

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?
557776.0240961.8.88.8.1 (8*83^2 + 8*83 + 1)Yes
1676.0362901.22.1 (2*83 + 1)No
2412826.0362901.2.3535.2.1 (35*83^2 + 2*83 + 1)No
09.00000000 (0)No
26204510.00000014.3.3838.3.14 (38*83^2 + 3*83 + 14)No
2110.0000002121 (21)No
2310.0000002323 (23)No
-24125910.000000-61.1.35-35.1.61 (-(35*83^2 + 83 + 61))No

Products with this Tag

These are the training products that have the "MORALE PATCH ARMORY" tag (processing sequence 6553). 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
24904Fake Electrical Outlet Sticker262045none206268none
24896OnlyDefenders241282none185505none
24903Freedom Feet Sneakers55777none0none
24901Thin Red Line American Flag Sneakers55777none0none
24902Thin Blue Line American Flag Sneakers55777none0none
24906Old Glory Crew Socks167none-55610none
24934American Flag23none-55754none
24897Patch Protection Plan21none-55756none
24899US Space Force0PVC PATCH-55777none
24914Join or Die0PVC PATCHES-55777none
24835Just The Tip PVC-241259PVC PATCH-297036BEST SELLING