Tag Coefficient Debug: DEPRESSION

Fold 3 - Understanding why coefficient 99948 was selected

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Summary

Tag: DEPRESSION

Selected Coefficient: 99948

Taxonomy Path: 13.1.16

Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs

Products with this tag: 3

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?
999481.00016013.1.1616.1.13 (16*79^2 + 79 + 13)Health & Beauty > Health Care > Medicine & DrugsYes
1977649001.00016013.1.9.6.55.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal SupplementsNo
155430234282.0000000.2.74.3.4.55.4.3.74.2.0 (5*79^5 + 4*79^4 + 3*79^3 + 74*79^2 + 2*79)No

Products with this Tag

These are the training products that have the "DEPRESSION" tag (processing sequence 4023). 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
3216Absolute Essential Melissa True Pure Essential Oil or 3% (Organic)15543023428REVITALISING, RESTORATIVE15542923480none
3086Dr Mercola Vitamins D3 & K2197764900Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal SupplementsALLERGIES, IMMUNE, NERVOUS SYSTEM, RECOVERY197664952KETOSIS
19712Rhodiola Extract99948Health & Beauty > Health Care > Medicine & DrugsFERTILITY, FATIGUE0none