config.yaml.example

defaults:
  db:
    location: localhost
    name: army_ant
    type: mongo
  eval:
    metrics:
      favorite: [GMAP, MAP, NDCG@10, P@10]
    location: /opt/army-ant/eval
  service:
    ner:
      entity_list: /opt/army-ant/gazetteers/en-all.txt
  depend:
    stanford-ner: /opt/stanford-ner-2015-12-09
  jvm:
    # -Xmx5120m | -Xmx15360m | -Xmx30720m | -Xmx96256m (30 GB RAM + 64 GB SWAP)
    args: >-
      -Xms5120m -Xmx5120m -XX:+AggressiveOpts -XX:ParallelGCThreads=3 -XX:+UseConcMarkSweepGC
      -XX:+UnlockExperimentalVMOptions -XX:+UseParNewGC -XX:+ExplicitGCInvokesConcurrent -XX:MaxGCPauseMillis=10
      -XX:GCPauseIntervalMillis=50 -XX:+UseFastAccessorMethods -XX:+OptimizeStringConcat -XX:NewSize=84m
      -XX:+UseAdaptiveGCBoundary -XX:NewRatio=3 -Dfml.readTimeout=90 -Ddeployment.trace=true -Ddeployment.log=true
      -Ddeployment.trace.level=all"

engines:
  gow-wikipedia:
    name: Wikipedia Data - Graph of Word
    message: >-
      Don't forget to launch Gremlin Server with the "gow_wikipedia" graph
      configured (e.g., "bin/gremlin-server.sh gremlin-server-neo4j.yaml").
    db:
      name: wikipedia_data
    index:
      type: gow
      location: localhost:8182/gow_wikipedia

  goe-wikipedia_data:
    name: Wikipedia Data - Graph of Entity
    message: >-
      Don't forget to launch Gremlin Server with the "goe_wikipedia" graph
      configured (e.g., "bin/gremlin-server.sh gremlin-server-neo4j.yaml").
    db:
      name: wikipedia_data
    index:
      type: goe
      location: localhost:8182/goe_wikipedia

  gow-trec2017:
    name: TREC 2017 - Graph of Word
    message: >-
      Don't forget to launch Gremlin Server with the "gow_trec2017" graph configured
      (e.g., "gremlin-server-neo4j.yaml").
    db:
      name: aa_ssoar
    index:
      type: gow_csv
      location: localhost:8182/gow_trec2017

  goe-trec2017:
    name: TREC 2017 - Graph of Entity
    message: >-
      Don't forget to launch Gremlin Server with the "goe_trec2017" graph configured
      (e.g., "gremlin-server-neo4j.yaml").
    db:
      name: aa_ssoar
    index:
      type: goe_csv
      location: localhost:8182/goe_trec2017

  lucene-wapo:
    name: WaPo - Lucene
    db:
      name: aa_wapo
    index:
      type: lucene
      location: /opt/army-ant/indexes/wapo/lucene
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-features-wapo:
    name: WaPo - Lucene Features
    db:
      name: aa_wapo
    index:
      type: lucene_features
      location: /opt/army-ant/indexes/wapo/lucene_features
    ranking:
      default:
        id: bm25
      functions:
        bm25:
          name: BM25
          params:
            k1: [1.2]
            b: [0.75]
            feature: ["indegree", "hits_authority", "pr", "fpr_out_indegree", "Disabled"]
            w: [1.8]
            k: [1.0]
            a: [0.6]

  hgoe-wapo:
    name: WaPo - Hypergraph-of-Entity (Text-Only)
    db:
      name: aa_wapo
    index:
      type: hgoe
      location: /opt/army-ant/indexes/wapo/hgoe
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-dbpedia-wapo:
    name: WaPo - Hypergraph-of-Entity (DBpedia)
    db:
      name: aa_wapo
    index:
      type: hgoe
      location: /opt/army-ant/indexes/wapo/hgoe-dbpedia
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  lucene-wapo-sample:
    name: WaPo Sample - Lucene
    db:
      name: aa_wapo
    index:
      type: lucene
      location: /opt/army-ant/indexes/wapo-sample/lucene
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  hgoe-wapo-sample:
    name: WaPo Sample - Hypergraph-of-Entity
    db:
      name: aa_wapo
    index:
      type: hgoe
      location: /opt/army-ant/indexes/wapo-sample/hgoe
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
      functions:
        jaccard:
          name: Jaccard Score
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 10000, 100000]

  hgoe-doc_profile-wapo-sample:
    name: WaPo Sample - Hypergraph-of-Entity (AE's Doc Profile)
    db:
      name: aa_wapo
    index:
      type: hgoe
      location: /opt/army-ant/indexes/wapo-sample/hgoe-doc_profile
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
      functions:
        jaccard:
          name: Jaccard Score
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 10000, 100000]

  hgoe-dbpedia-wapo-sample:
    name: WaPo Sample - Hypergraph-of-Entity (DBpedia)
    db:
      name: aa_wapo
    index:
      type: hgoe
      location: /opt/army-ant/indexes/wapo-sample/hgoe-dbpedia
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
      functions:
        jaccard:
          name: Jaccard Score
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 10000, 100000]

  lucene-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Lucene
    db:
      name: aa_inex
    index:
      type: lucene
      location: /opt/army-ant/indexes/inex-2009-10t-nl/lucene
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-keywords-01-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Lucene (Keywords 0.01 ratio)
    db:
      name: aa_inex
    index:
      type: lucene:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/lucene-keywords-01
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-keywords-05-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Lucene (Keywords 0.05 ratio)
    db:
      name: aa_inex
    index:
      type: lucene:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/lucene-keywords-05
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-keywords-10-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Lucene (Keywords 0.1 ratio)
    db:
      name: aa_inex
    index:
      type: lucene:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/lucene-keywords-10
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-keywords-20-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Lucene (Keywords 0.2 ratio)
    db:
      name: aa_inex
    index:
      type: lucene:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/lucene-keywords-20
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-keywords-30-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Lucene (Keywords 0.3 ratio)
    db:
      name: aa_inex
    index:
      type: lucene:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/lucene-keywords-30
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  tfr-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - TFR Lucene Reranker
    db:
      name: aa_inex
    index:
      type: tfr
      location: /opt/army-ant/indexes/inex-2009-10t-nl/tfr
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  gow-inex-2009-10t-nl:
    name: INEX 10T-NL - Graph of Word
    message: >-
      Don't forget to launch Gremlin Server with the "gow_inex_10t_nl" graph
      configured (e.g., "bin/gremlin-server.sh gremlin-server-neo4j.yaml").
    db:
      name: aa_inex
    index:
      type: gow
      location: localhost:8182/gow_inex_10t_nl

  goe-inex-2009-10t-nl:
    name: INEX 10T-NL - Graph of Entity
    message: >-
      Don't forget to launch Gremlin Server with the "goe_inex_10t_nl" graph
      configured (e.g., "bin/gremlin-server.sh gremlin-server-neo4j.yaml").
    db:
      name: aa_inex
    index:
      type: goe
      location: localhost:8182/goe_inex_10t_nl

  hgoe-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity
    db:
      name: aa_inex
    index:
      type: hgoe
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Keywords 0.05 ratio / with INEX entity IDs)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-keywords
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-01-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Keywords 0.01 ratio)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-keywords-01
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-05-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Keywords 0.05 ratio)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-keywords-05
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-10-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Keywords 0.1 ratio)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-keywords-10
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-20-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Keywords 0.2 ratio)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-keywords-20
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-30-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Keywords 0.3 ratio)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-keywords-30
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-syns-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Synonyms)
    db:
      name: aa_inex
    index:
      type: hgoe:syns
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-syns
      preload: false
    features:
      - syns
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-context-52t-nl-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Context 52T-NL)
    db:
      name: aa_inex
    index:
      type: hgoe:context
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-context_52t_nl
      preload: false
    features:
      - context
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-syns-context-52t-nl-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Synonyms; Context 52T-NL)
    db:
      name: aa_inex
    index:
      type: hgoe:syns:context
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-syns_context_52t_nl
      preload: false
    features:
      - context
      - syns
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-context-52t-nl-syns-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Context 52T-NL; Synonyms)
    db:
      name: aa_inex
    index:
      type: hgoe:context:syns
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-context_52t_nl_syns
      preload: false
    features:
      - context
      - syns
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-syns-context-52t-nl-weight-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (Syns; Context; Weight)
    db:
      name: aa_inex
    index:
      type: hgoe:syns:context:weight
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-syns_context_52t_nl_weight
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: true
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-tfbins02-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (2 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_02
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins03-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (3 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_03
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins04-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (4 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_04
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins05-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (5 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_05
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins06-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (6 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_06
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins07-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (7 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_07
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins08-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (8 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_08
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins09-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (9 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_09
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]


  hgoe-tfbins10-inex-2009-10t-nl:
    name: INEX 2009 10T-NL - Hypergraph-of-Entity (10 TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-10t-nl/hgoe-tf_bins_10
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  lucene-inex-2009-3t-nl:
    name: INEX 2009 3T-NL - Lucene
    db:
      name: aa_inex
    index:
      type: lucene
      location: /opt/army-ant/indexes/inex-2009-3t-nl/lucene
    ranking:
      default:
        id: tf_idf
        params:
          k1: 1.2
          b: 0.75
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-entities-keywords-inex-2009-3t-nl:
    name: INEX 2009 3T-NL - Lucene Entities (Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: lucene_entities:keywords
      location: /opt/army-ant/indexes/inex-2009-3t-nl/lucene_entities-keywords
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  tfr-inex-2009-3t-nl:
    name: INEX 2009 3T-NL - TFR Reranker
    db:
      name: aa_inex
    index:
      type: tfr
      location: /opt/army-ant/indexes/inex-2009-3t-nl/tfr
    ranking:
      default:
        id: tf_idf
        params:
          k1: 1.2
          b: 0.75
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        tf_idf:
          name: TF-IDF
          index:
            location: /opt/army-ant/indexes/inex-2009-3t-nl/lucene-keywords
            type: lucene:keywords
        bm25:
          name: BM25
          index:
            location: /opt/army-ant/indexes/inex-2009-3t-nl/lucene-keywords
            type: lucene:keywords
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          index:
            location: /opt/army-ant/indexes/inex-2009-3t-nl/lucene-keywords
            type: lucene:keywords
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]
        random_walk:
          name: Random Walk Score
          index:
            location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe-keywords
            type: hgoe:keywords
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
          info:
            l: Length of the random walks.
            r: Number of repeated random walks per seed node.
            nf: Number of cycles of node fatigue.
            ef: Number of cycles of edge fatigue.
            expansion: Whether or not to use query expansion to neighboring entites.
            directed: Whether or not to respect edge direction during random walks.
            weighted: >-
              Wether or not to consider weights when taking each random step (i.e., biased traversal probability).
              This should be disabled for hypergraph-of-entity indexes created without the ':weighted' feature.
            base_index: >-
              A list of location and types for a base index. Since TensorFlow Ranking is a learning to rank approach,
              and these are frequently used for reranking based on an initial retrieval, this makes it possible to
              select any other supported engine for the initial retrieval operation. Otherwise, the Lucene auxiliary
              index will be used. That is where document features are stored for easier retrieval.

  hgoe-inex-2009-3t-nl:
    name: INEX 2009 3T-NL - Hypergraph-of-Entity
    db:
      name: aa_inex
    index:
      type: hgoe
      location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-syns-inex-2009-3t-nl:
    name: INEX 2009 3T-NL - Hypergraph-of-Entity (Synonyms)
    db:
      name: aa_inex
    index:
      type: hgoe:syns
      location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe-syns
      preload: false
    features:
      - syns
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-tfbins-inex-2009-3t-nl:
    name: INEX 2009 3T-NL - Hypergraph-of-Entity (TF-Bins)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe-tf_bins
      preload: false
    features:
      - tf_bins
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-context-52t-nl-inex-2009-3t-nl:
    name: INEX 3T-NL - Hypergraph-of-Entity (Context 52T-NL)
    db:
      name: aa_inex
    index:
      type: hgoe:context
      location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe-context-52t-nl
      preload: false
    features:
      - context
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-syns-context-52t-nl-inex-2009-3t-nl:
    name: INEX 3T-NL - Hypergraph-of-Entity (Synonyms; Context 52T-NL)
    db:
      name: aa_inex
    index:
      type: hgoe:syns:context
      location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe-syns-context-52t-nl
      preload: false
    features:
      - context
      - syns
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-context-52t-nl-syns-inex-2009-3t-nl:
    name: INEX 3T-NL - Hypergraph-of-Entity (Context 52T-NL; Synonyms)
    db:
      name: aa_inex
    index:
      type: hgoe:context:syns
      location: /opt/army-ant/indexes/inex-2009-3t-nl/hgoe-context-52t-nl-syns
      preload: false
    features:
      - context
      - syns
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  lucene-keywords-inex-2009:
    name: INEX 2009 - Lucene (Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: lucene:keywords
      location: /opt/army-ant/indexes/inex-2009/lucene-keywords_5
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-entities-keywords-inex-2009:
    name: INEX 2009 - Lucene Entities (Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: lucene_entities:keywords
      location: /opt/army-ant/indexes/inex-2009/lucene_entities-keywords_5
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  hgoe-keywords-inex-2009:
    name: INEX 2009 - Hypergraph-of-Entity (Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords
      location: /opt/army-ant/indexes/inex-2009/hgoe-keywords_5
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-syns-inex-2009:
    name: INEX 2009 - Hypergraph-of-Entity (Syns; Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords:syns
      location: /opt/army-ant/indexes/inex-2009/hgoe-keywords_5-syns
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-context-52t-nl-inex-2009:
    name: INEX 2009 - Hypergraph-of-Entity (Context 52T-NL; Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords:context
      location: /opt/army-ant/indexes/inex-2009/hgoe-keywords_5-context_52t_nl
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  hgoe-keywords-tf-bins-inex-2009:
    name: INEX 2009 - Hypergraph-of-Entity (TF-bins 2; Keywords 0.05)
    db:
      name: aa_inex
    index:
      type: hgoe:keywords:tf_bins
      location: /opt/army-ant/indexes/inex-2009/hgoe-keywords_5-tf_bins_2
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]

  lucene-inex-2009:
    name: INEX 2009 - Lucene
    db:
      name: aa_inex
    index:
      type: lucene
      location: /opt/army-ant/indexes/inex-2009/lucene
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  lucene-entities-inex-2009:
    name: INEX 2009 - Lucene Entities
    db:
      name: aa_inex
    index:
      type: lucene_entities
      location: /opt/army-ant/indexes/inex-2009/lucene_entities
    ranking:
      default:
        id: tf_idf
      functions:
        tf_idf:
          name: TF-IDF
        bm25:
          name: BM25
          params:
            k1: [1, 1.2, 1.8]
            b: [0.5, 0.75, 1]
        dfr:
          name: DFR
          params:
            BM: [BE, G, P, D, In, Ine, IF]
            AE: [L, B, Disabled]
            N: [H1, H2, H3, Z, Disabled]

  hgoe-tf-bins-inex-2009:
    name: INEX 2009 - Hypergraph-of-Entity (TF-bins 2)
    db:
      name: aa_inex
    index:
      type: hgoe:tf_bins
      location: /opt/army-ant/indexes/inex-2009/hgoe-tf_bins_2
      preload: false
    ranking:
      default:
        id: random_walk
        params:
          l: 2
          r: 100
          nf: 0
          ef: 0
          d: 0.15
          n: 100000
          norm: false
          expansion: true
          directed: true
          weighted: false
      functions:
        random_walk:
          name: Random Walk Score
          params:
            l: [1, 2, 3, 4, 5, 6]
            r: [10, 100, 250, 500, 750, 1000, 2500, 5000, 10000, 25000, 50000, 100000]
            nf: [0, 10, 100, 500, 1000]
            ef: [0, 10, 100, 500, 1000]
            expansion: [true, false]
            directed: [true, false]
            weighted: [true, false]
        hyperrank:
          name: HyperRank
          params:
            d: [0, 0.15, 0.25, 0.5, 0.75, 0.85, 1]
            n: [1000, 10000, 100000, 1000000]
            expansion: [true, false]
            weighted: [true, false]
            norm: [true, false]