Added classifer analysis to bicorder ascii and web app

analysis/test-classifier.mjs

@@ -0,0 +1,37 @@
+import { BicorderClassifier } from './bicorder-classifier.js';
+import fs from 'fs';
+
+const modelData = JSON.parse(fs.readFileSync('bicorder_model.json', 'utf8'));
+const classifier = new BicorderClassifier(modelData);
+
+console.log('='.repeat(80));
+console.log('BICORDER CLASSIFIER - TEST');
+console.log('='.repeat(80));
+
+// Test 1
+console.log('\nTest 1: Institutional Protocol (e.g., Airport Security)');
+console.log('-'.repeat(80));
+const institutional = {
+  'Design_elite_vs_vernacular': 1,
+  'Design_explicit_vs_implicit': 1,
+  'Entanglement_flocking_vs_swarming': 1,
+  'Entanglement_obligatory_vs_voluntary': 1,
+};
+const result1 = classifier.predict(institutional);
+console.log(JSON.stringify(result1, null, 2));
+
+// Test 2
+console.log('\n\nTest 2: Relational Protocol (e.g., Indigenous Practices)');
+console.log('-'.repeat(80));
+const relational = {
+  'Design_elite_vs_vernacular': 9,
+  'Entanglement_flocking_vs_swarming': 9,
+  'Entanglement_obligatory_vs_voluntary': 9,
+};
+const result2 = classifier.predict(relational);
+console.log(JSON.stringify(result2, null, 2));
+
+console.log('\n\n' + '='.repeat(80));
+console.log('✓ JavaScript classifier working correctly!');
+console.log('  Model size:', Math.round(fs.statSync('bicorder_model.json').size / 1024), 'KB');
+console.log('='.repeat(80));