regression.cw12b13.yaml Maven / Gradle / Ivy

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---
corpus: cw12b13
corpus_path: collections/web/ClueWeb12-B13/

index_path: indexes/lucene-index.cw12b13/
collection_class: ClueWeb12Collection
generator_class: DefaultLuceneDocumentGenerator
index_threads: 44
index_options: -storePositions -storeDocvectors -storeRaw
index_stats:
  documents: 52244810
  documents (non-empty): 52237522
  total terms: 30661298245

metrics:
  - metric: MAP
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -m map
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: P30
    command: tools/eval/trec_eval.9.0.4/trec_eval
    params: -m P.30
    separator: "\t"
    parse_index: 2
    metric_precision: 4
    can_combine: true
  - metric: nDCG@20
    command: tools/eval/gdeval.pl
    separator: ","
    parse_index: -2
    metric_precision: 4
  - metric: ERR@20
    command: tools/eval/gdeval.pl
    separator: ","
    parse_index: -1
    metric_precision: 4

topic_reader: Webxml
topic_root: src/main/resources/topics-and-qrels/
qrels_root: src/main/resources/topics-and-qrels/
topics:
  - name: "[TREC 2013 Web Track (Topics 201-250)](../src/main/resources/topics-and-qrels/topics.web.201-250.txt)"
    id: trec2013
    path: topics.web.201-250.txt
    qrel: qrels.web.201-250.txt
  - name: "[TREC 2014 Web Track (Topics 251-300)](../src/main/resources/topics-and-qrels/topics.web.251-300.txt)"
    id: trec2014
    path: topics.web.251-300.txt
    qrel: qrels.web.251-300.txt

models:
  - name: bm25
    display: BM25
    params: -bm25
    results:
      MAP:
        - 0.0468
        - 0.0224
      P30:
        - 0.2107
        - 0.1273
      nDCG@20:
        - 0.1289
        - 0.1183
      ERR@20:
        - 0.0838
        - 0.1198
  - name: bm25+rm3
    display: +RM3
    params: -bm25 -rm3
    results:
      MAP:
        - 0.0407
        - 0.0211
      P30:
        - 0.1640
        - 0.1207
      nDCG@20:
        - 0.1109
        - 0.1078
      ERR@20:
        - 0.0745
        - 0.1064
  - name: bm25+ax
    display: +Ax
    params: -bm25 -axiom -axiom.deterministic -axiom.beta 0.1 -rerankCutoff 20
    results:
      MAP:
        - 0.0424
        - 0.0179
      P30:
        - 0.1733
        - 0.1140
      nDCG@20:
        - 0.1253
        - 0.0992
      ERR@20:
        - 0.0951
        - 0.0936
  - name: ql
    display: QL
    params: -qld
    results:
      MAP:
        - 0.0397
        - 0.0235
      P30:
        - 0.1773
        - 0.1373
      nDCG@20:
        - 0.1104
        - 0.1176
      ERR@20:
        - 0.0767
        - 0.1091
  - name: ql+rm3
    display: +RM3
    params: -qld -rm3
    results:
      MAP:
        - 0.0321
        - 0.0200
      P30:
        - 0.1513
        - 0.1173
      nDCG@20:
        - 0.0933
        - 0.1003
      ERR@20:
        - 0.0548
        - 0.0926
  - name: ql+ax
    display: +Ax
    params: -qld -axiom -axiom.deterministic -axiom.beta 0.1 -rerankCutoff 20
    results:
      MAP:
        - 0.0354
        - 0.0186
      P30:
        - 0.1553
        - 0.1180
      nDCG@20:
        - 0.1116
        - 0.0975
      ERR@20:
        - 0.0761
        - 0.0911