@@ -222,6 +222,42 @@ export interface MultiHubEfficiencyMetric {
222222 pathsFound : number ;
223223}
224224
225+ /**
226+ * Hub-avoidance metrics for evaluating degree-prioritised expansion.
227+ *
228+ * Measures how effectively an algorithm avoids expanding through high-degree
229+ * hub nodes during traversal. Complements path diversity by directly measuring
230+ * the design goal of hub avoidance.
231+ */
232+ export interface HubAvoidanceMetric {
233+ /** Dataset identifier */
234+ dataset : string ;
235+
236+ /** Algorithm method name */
237+ method : string ;
238+
239+ /** Number of seeds (N) */
240+ n : number ;
241+
242+ /** Proportion of expanded nodes that are hubs (0-1, lower is better) */
243+ hubTraversalRate : number ;
244+
245+ /** Ratio of peripheral nodes expanded to hub nodes expanded (higher is better) */
246+ peripheralCoverageRatio : number ;
247+
248+ /** Total nodes expanded */
249+ totalExpanded : number ;
250+
251+ /** Number of hub nodes expanded (degree >= threshold) */
252+ hubCount : number ;
253+
254+ /** Number of peripheral nodes expanded (degree <= threshold) */
255+ peripheralCount : number ;
256+
257+ /** Optional: degree distribution as JSON string */
258+ degreeDistribution ?: string ;
259+ }
260+
225261/**
226262 * Union of all metric types for internal handling
227263 */
@@ -245,14 +281,16 @@ export type Metric =
245281 | MIRankingQualityMetric
246282 | RankingBenchmarksMetric
247283 | HubMitigationMetric
248- | MultiHubEfficiencyMetric ;
284+ | MultiHubEfficiencyMetric
285+ | HubAvoidanceMetric ;
249286
250287/**
251288 * Metric category - groups related metrics for table generation
252289 */
253290export type MetricCategory =
254291 | "statistical-significance"
255292 | "hub-traversal"
293+ | "hub-avoidance"
256294 | "path-lengths"
257295 | "runtime-performance"
258296 | "scalability"
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