Package ivory.regression

Examples of ivory.regression.GroundTruth

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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-ar.token_0-0-0-0", new GroundTruth(Metric.AP, 50, baseline_token_p005_c95_Ar_TREC02_AP, 0.2712f));
    g.put("en-ar.phrase_10-0-0-100", new GroundTruth(Metric.AP, 50, phrase_p005_c95_Ar_TREC02_AP, 0.3058f));
    g.put("en-ar.1best_1-100-0-100", new GroundTruth(Metric.AP, 50, Onebest_p005_c95_Ar_TREC02_AP, 0.2473f));
    g.put("en-ar.10best_10-100-0-100", new GroundTruth(Metric.AP, 50, Nbest_p005_c95_Ar_TREC02_AP, 0.2431f));
    g.put("en-ar.gridbest_10-0-0-100", new GroundTruth(Metric.AP, 50, Gridbest_p005_c95_Ar_TREC02_AP, 0.3058f));   // scfg=1.0

    for (String model : models) {
      LOG.info("Verifying results of model \"" + model + "\"");

      g.get(model).verify(results.get(model), mapping, qrels);
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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = Maps.newHashMap();
    g.put("Gov2-FeaturePrune-0.9",
        new GroundTruth("Gov2-FeaturePrune-0.9", Metric.NDCG20, 75, p9, 0.4478f));
    g.put("Gov2-FeaturePrune-0.7",
        new GroundTruth("Gov2-FeaturePrune-0.7", Metric.NDCG20, 75, p7, 0.4539f));
    g.put("Gov2-FeaturePrune-0.5",
        new GroundTruth("Gov2-FeaturePrune-0.5", Metric.NDCG20, 75, p5, 0.4677f));
    g.put("Gov2-FeaturePrune-0.3",
        new GroundTruth("Gov2-FeaturePrune-0.3", Metric.NDCG20, 75, p3, 0.4661f));
    g.put("Gov2-FeaturePrune-0.1",
        new GroundTruth("Gov2-FeaturePrune-0.1", Metric.NDCG20, 75, p1, 0.4716f));

    GradedQrels qrels = new GradedQrels("data/gov2/qrels.gov2.all");

    String[] params = new String[] {
        "data/gov2/run.gov2.SIGIR2011.varying.tradeoff.featureprune.xml",
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      "846", "0.5721", "847", "0.2113", "848", "0.2156", "849", "0.7059", "850", "0.3569" };

  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = Maps.newHashMap();
    g.put("Gov2-QL", new GroundTruth("Gov2-QL", Metric.NDCG20, 75, QL, 0.4457f));
    g.put("Gov2-Cascade", new GroundTruth("Gov2-Cascade", Metric.NDCG20, 75, Cascade, 0.4744f));
    g.put("Gov2-AdaRank", new GroundTruth("Gov2-AdaRank", Metric.NDCG20, 75, AdaRank, 0.4737f));
    g.put("Gov2-FeaturePrune", new GroundTruth("Gov2-FeaturePrune", Metric.NDCG20, 75,
        FeaturePrune, 0.4716f));

    GradedQrels qrels = new GradedQrels("data/gov2/qrels.gov2.all");

    String[] params = new String[] {
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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-" + LANGUAGE + ".token_10-0-100-100_0", new GroundTruth(Metric.AP, numTopics, baseline_token_AP, expectedTokenMAP));

    for (int heuristic=0; heuristic <= 2; heuristic++) {
      g.put("en-" + LANGUAGE + ".grammar_10-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, grammar_AP.get(heuristic), expectedMAPs.get(heuristic)[0]));
      g.put("en-" + LANGUAGE + ".1best_1-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Onebest_AP.get(heuristic), expectedMAPs.get(heuristic)[1]));
      g.put("en-" + LANGUAGE + ".10best_10-100-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Nbest_AP.get(heuristic), expectedMAPs.get(heuristic)[2]));
      g.put("en-" + LANGUAGE + ".interp_10-30-30-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Interp_AP.get(heuristic), expectedMAPs.get(heuristic)[3]));
    }

    for (String model : models) {
      System.err.println("Verifying results of model \"" + model + "\"");

      GroundTruth groundTruth = g.get(model);
      Map<String, Accumulator[]> result = results.get(model);
      groundTruth.verify(result, mapping, qrels);

      System.err.println("Done!");
    }
  }
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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-" + LANGUAGE + ".token_10-0-100-100_0", new GroundTruth(Metric.AP, numTopics, baseline_token_AP, expectedTokenMAP));

    for (int heuristic=0; heuristic <= 2; heuristic++) {
      g.put("en-" + LANGUAGE + ".grammar_10-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, grammar_AP.get(heuristic), expectedMAPs.get(heuristic)[0]));
      g.put("en-" + LANGUAGE + ".1best_1-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Onebest_AP.get(heuristic), expectedMAPs.get(heuristic)[1]));
      g.put("en-" + LANGUAGE + ".10best_10-100-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Nbest_AP.get(heuristic), expectedMAPs.get(heuristic)[2]));
      g.put("en-" + LANGUAGE + ".interp_10-30-30-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Interp_AP.get(heuristic), expectedMAPs.get(heuristic)[3]));
    }

    for (String model : models) {
      System.err.println("Verifying results of model \"" + model + "\"");

      GroundTruth groundTruth = g.get(model);
      Map<String, Accumulator[]> result = results.get(model);
      groundTruth.verify(result, mapping, qrels);

      System.err.println("Done!");
    }
  }
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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-" + LANGUAGE + ".token_10-0-100-100_0", new GroundTruth(Metric.AP, numTopics, baseline_token_AP, expectedTokenMAP));

    for (int heuristic=0; heuristic <= 2; heuristic++) {
      g.put("en-" + LANGUAGE + ".grammar_10-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, grammar_AP.get(heuristic), expectedMAPs.get(heuristic)[0]));
      g.put("en-" + LANGUAGE + ".1best_1-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Onebest_AP.get(heuristic), expectedMAPs.get(heuristic)[1]));
      g.put("en-" + LANGUAGE + ".10best_10-100-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Nbest_AP.get(heuristic), expectedMAPs.get(heuristic)[2]));
      g.put("en-" + LANGUAGE + ".interp_10-30-30-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Interp_AP.get(heuristic), expectedMAPs.get(heuristic)[3]));
    }

    for (String model : models) {
      System.err.println("Verifying results of model \"" + model + "\"");

      GroundTruth groundTruth = g.get(model);
      Map<String, Accumulator[]> result = results.get(model);
      groundTruth.verify(result, mapping, qrels);

      System.err.println("Done!");
    }
  }
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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-" + LANGUAGE + ".token_10-0-100-100_0", new GroundTruth(Metric.AP, numTopics, baseline_token_AP, expectedTokenMAP));

    for (int heuristic=0; heuristic <= 2; heuristic++) {
      g.put("en-" + LANGUAGE + ".grammar_10-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, grammar_AP.get(heuristic), expectedMAPs.get(heuristic)[0]));
      g.put("en-" + LANGUAGE + ".1best_1-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Onebest_AP.get(heuristic), expectedMAPs.get(heuristic)[1]));
      g.put("en-" + LANGUAGE + ".10best_10-100-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Nbest_AP.get(heuristic), expectedMAPs.get(heuristic)[2]));
      g.put("en-" + LANGUAGE + ".interp_10-30-30-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Interp_AP.get(heuristic), expectedMAPs.get(heuristic)[3]));
    }

    for (String model : models) {
      System.err.println("Verifying results of model \"" + model + "\"");

      GroundTruth groundTruth = g.get(model);
      Map<String, Accumulator[]> result = results.get(model);
      groundTruth.verify(result, mapping, qrels);

      System.err.println("Done!");
    }
  }
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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-" + LANGUAGE + ".token_10-0-100-100_0", new GroundTruth(Metric.AP, numTopics, baseline_token_AP, expectedTokenMAP));

    for (int heuristic=0; heuristic <= 2; heuristic++) {
      g.put("en-" + LANGUAGE + ".grammar_10-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, grammar_AP.get(heuristic), expectedMAPs.get(heuristic)[0]));
      g.put("en-" + LANGUAGE + ".1best_1-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Onebest_AP.get(heuristic), expectedMAPs.get(heuristic)[1]));
      g.put("en-" + LANGUAGE + ".10best_10-100-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Nbest_AP.get(heuristic), expectedMAPs.get(heuristic)[2]));
      g.put("en-" + LANGUAGE + ".interp_10-30-30-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Interp_AP.get(heuristic), expectedMAPs.get(heuristic)[3]));
    }

    for (String model : models) {
      System.err.println("Verifying results of model \"" + model + "\"");

      GroundTruth groundTruth = g.get(model);
      Map<String, Accumulator[]> result = results.get(model);
      groundTruth.verify(result, mapping, qrels);

      System.err.println("Done!");
    }
  }
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  public static void verifyAllResults(Set<String> models,
      Map<String, Map<String, Accumulator[]>> results, DocnoMapping mapping, Qrels qrels) {

    Map<String, GroundTruth> g = Maps.newHashMap();

    g.put("en-" + LANGUAGE + ".token_10-0-100-100_0", new GroundTruth(Metric.AP, numTopics, baseline_token_AP, expectedTokenMAP));

    for (int heuristic=0; heuristic <= 2; heuristic++) {
      g.put("en-" + LANGUAGE + ".grammar_10-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, grammar_AP.get(heuristic), expectedMAPs.get(heuristic)[0]));
      g.put("en-" + LANGUAGE + ".1best_1-0-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Onebest_AP.get(heuristic), expectedMAPs.get(heuristic)[1]));
      g.put("en-" + LANGUAGE + ".10best_10-100-0-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Nbest_AP.get(heuristic), expectedMAPs.get(heuristic)[2]));
      g.put("en-" + LANGUAGE + ".interp_10-30-30-100_" + heuristic, new GroundTruth(Metric.AP, numTopics, Interp_AP.get(heuristic), expectedMAPs.get(heuristic)[3]));
    }

    for (String model : models) {
      System.err.println("Verifying results of model \"" + model + "\"");

      GroundTruth groundTruth = g.get(model);
      Map<String, Accumulator[]> result = results.get(model);
      groundTruth.verify(result, mapping, qrels);

      System.err.println("Done!");
    }
  }
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Related Classes of ivory.regression.GroundTruth

  • ivory.regression.basic.Genomics05_Basic
  • ivory.regression.basic.Gov2_Basic
  • ivory.regression.basic.Gov2_NonPositional_Baselines
  • ivory.regression.basic.Web09catB_All
  • ivory.regression.basic.Web09catB_All_Spam
  • ivory.regression.basic.Web09catB_Baseline
  • ivory.regression.basic.Web09catB_NonPositional_Baselines
  • ivory.regression.basic.Wt10g_Basic
  • ivory.regression.basic.Wt10g_NonPositional_Baselines
  • ivory.regression.cikm2010.Gov2_Desc_Indep
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