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Adjusted the classifier to reduce false flags

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This commit is contained in:
Nathan Schneider
2026-01-14 22:44:32 -07:00
parent 6230e6da7b
commit d1f288cda8
2 changed files with 13 additions and 9 deletions
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4
analysis/bicorder_model.json
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@@ -229,9 +229,9 @@
] ]
}, },
"thresholds": { "thresholds": {
"confidence_low": 0.6, "confidence_low": 0.5,
"completeness_low": 0.5, "completeness_low": 0.5,
"boundary_distance_low": 0.5 "boundary_distance_low": 0.3
}, },
"metadata": { "metadata": {
"total_protocols": 406, "total_protocols": 406,

18
bicorder-app/src/bicorder-classifier.ts
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@@ -122,14 +122,18 @@ export class BicorderClassifier {
const adjustedConfidence = confidence * (0.5 + 0.5 * completeness); const adjustedConfidence = confidence * (0.5 + 0.5 * completeness);
// Recommend form // Recommend form
// Use long form when: // Use long form when multiple issues are present:
// 1. Low confidence (< 0.6) // 1. Low confidence (< 0.5)
// 2. Low completeness (< 50% of dimensions) // 2. Low completeness (< 50% of dimensions)
// 3. Near boundary (< 0.5 distance) // 3. Near boundary (< 0.3 distance)
const shouldUseLongForm = // Require at least 2 conditions to be true
adjustedConfidence < this.model.thresholds.confidence_low || const issues = [
completeness < this.model.thresholds.completeness_low || adjustedConfidence < this.model.thresholds.confidence_low,
distanceToBoundary < this.model.thresholds.boundary_distance_low; completeness < this.model.thresholds.completeness_low,
distanceToBoundary < this.model.thresholds.boundary_distance_low
];
const issueCount = issues.filter(Boolean).length;
const shouldUseLongForm = issueCount >= 2;
const recommendedForm = shouldUseLongForm ? 'long' : 'short'; const recommendedForm = shouldUseLongForm ? 'long' : 'short';