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ConsciousnessLearn · Explore · Joseph Anady

func TestScoreModelIntentGolden(t *testing.T) · The log odds is intercept + 0.5 * 0.4

This relation defines The log odds is intercept + 0.5 * 0.4 in the source section “func TestScoreModelIntentGolden(t *testing.T) · The log odds is intercept + 0.5 * 0.4”. It specifies the displayed relationship between the named quantities or parameters. Its…

Implementation mathematicsSource recovered; runtime not executed
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gh-eq-5cf3fdffc4cea4c0source-comment-equation
Thelogoddsisintercept+0.5∗0.4=0.4054651081+0.20=0.6054651081.The log odds is intercept + 0.5 * 0.4 = 0.4054651081 + 0.20 = 0.6054651081.

Read the equation

This relation defines The log odds is intercept + 0.5 0.4 in the source section “func TestScoreModelIntentGolden(t testing.T) · The log odds is intercept + 0.5 * 0.4”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record does not assign an unprovided physical or cognitive meaning to them.

Terms & definitions

The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.

How it works

  1. Read The log odds is intercept + 0.5 * 0.4 as the quantity being defined or updated by this relation.

  2. Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.

  3. Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.

Assumptions & limits

  • This source expression was recovered from the pinned code revision. Its presence does not establish that the associated program was built, run, or scientifically validated.

Original context

Read the surrounding source passage
	}
	feats := []Contribution{
		{FeatureName: "segment_base_rate", Value: decimal.RequireFromString("0.4"), Rationale: "the segment base rate"},
	}

	value, trace := scoreModelIntent(model, feats)

	// The log odds is intercept + 0.5 * 0.4 = 0.4054651081 + 0.20 = 0.6054651081.
	// The trace: the intercept term (value 1, coefficient and contribution = intercept) plus the feature term
	// (value 0.4, coefficient 0.5, contribution 0.20).
	if len(trace) != 2 {
		t.Fatalf("the trace must carry the intercept plus one feature, got %d entries", len(trace))
	}
	if trace[0].FeatureName != interceptFeatureName {
		t.Errorf("the first trace entry must be the intercept, got %q", trace[0].FeatureName)
	}
	if !trace[0].Contribution.Equal(intercept) {
		t.Errorf("the intercept contribution must be %s, got %s", intercept, trace[0].Contribution)
Exact original notation
The log odds is intercept + 0.5 * 0.4 = 0.4054651081 + 0.20 = 0.6054651081.

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