Package ivory.regression

Examples of ivory.regression.GroundTruth

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      "46", "0.7035", "47", "0.3875", "48", "0.1631", "49", "0.1935", "50", "0.1145" };

  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = Maps.newHashMap();
    g.put("Clue-Cascade-0.1", new GroundTruth("Clue-Cascade-0.1", Metric.NDCG20, 25, p1, 0.3061f));
    g.put("Clue-Cascade-0.3", new GroundTruth("Clue-Cascade-0.3", Metric.NDCG20, 25, p3, 0.3054f));
    g.put("Clue-Cascade-0.5", new GroundTruth("Clue-Cascade-0.5", Metric.NDCG20, 25, p5, 0.3054f));
    g.put("Clue-Cascade-0.7", new GroundTruth("Clue-Cascade-0.7", Metric.NDCG20, 25, p7, 0.3006f));
    g.put("Clue-Cascade-0.9", new GroundTruth("Clue-Cascade-0.9", Metric.NDCG20, 25, p9, 0.2760f));

    GradedQrels qrels = new GradedQrels("data/clue/qrels.web09catB.txt");

    String[] params = new String[] {
        "data/clue/run.clue.SIGIR2011.varying.tradeoff.cascade.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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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("Gov2-Cascade-0.9", new GroundTruth("Gov2-Cascade-0.9", Metric.NDCG20, 75, p9, 0.4457f));
    g.put("Gov2-Cascade-0.7", new GroundTruth("Gov2-Cascade-0.7", Metric.NDCG20, 75, p7, 0.4625f));
    g.put("Gov2-Cascade-0.5", new GroundTruth("Gov2-Cascade-0.5", Metric.NDCG20, 75, p5, 0.4634f));
    g.put("Gov2-Cascade-0.3", new GroundTruth("Gov2-Cascade-0.3", Metric.NDCG20, 75, p3, 0.4653f));
    g.put("Gov2-Cascade-0.1", new GroundTruth("Gov2-Cascade-0.1", Metric.NDCG20, 75, p1, 0.4745f));

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

    String[] params = new String[] {
        "data/gov2/run.gov2.SIGIR2011.varying.tradeoff.cascade.xml",
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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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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("joint-x1.0", new GroundTruth("joint-x1.0", Metric.AP, 75, x10_rawAP, 0.3067f));
    g.put("joint-x1.5", new GroundTruth("joint-x1.5", Metric.AP, 75, x15_rawAP, 0.3089f));
    g.put("joint-x2.0", new GroundTruth("joint-x2.0", Metric.AP, 75, x20_rawAP, 0.3115f));
    g.put("joint-x2.5", new GroundTruth("joint-x2.5", Metric.AP, 75, x25_rawAP, 0.3104f));
    g.put("joint-x3.0", new GroundTruth("joint-x3.0", Metric.AP, 75, x30_rawAP, 0.3277f));
    g.put("joint-x3.5", new GroundTruth("joint-x3.5", Metric.AP, 75, x35_rawAP, 0.3260f));
    g.put("joint-x4.0", new GroundTruth("joint-x4.0", Metric.AP, 75, x40_rawAP, 0.3335f));
    g.put("joint-x4.5", new GroundTruth("joint-x4.5", Metric.AP, 75, x45_rawAP, 0.3302f));
    g.put("joint-x5.0", new GroundTruth("joint-x5.0", Metric.AP, 75, x50_rawAP, 0.3294f));

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

    String[] params = new String[] {
            "data/gov2/run.gov2.CIKM2010.desc.joint.xml",
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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();
    // One topic didn't contain qrels, so trec_eval only picked up 149.
    g.put("gov2-dir-base", new GroundTruth(Metric.AP, 149, sDirBaseRawAP, 0.3077f));
    g.put("gov2-dir-sd", new GroundTruth(Metric.AP, 149, sDirSDRawAP, 0.3239f));
    g.put("gov2-dir-fd", new GroundTruth(Metric.AP, 149, sDirFDRawAP, 0.3237f));
    g.put("gov2-bm25-base", new GroundTruth(Metric.AP, 149, sBm25BaseRawAP, 0.2999f));
    g.put("gov2-bm25-sd", new GroundTruth(Metric.AP, 149, sBm25SDRawAP, 0.3294f));
    g.put("gov2-bm25-fd", new GroundTruth(Metric.AP, 149, sBm25FDRawAP, 0.3295f));

    Map<String, GroundTruth> h = Maps.newHashMap();
    // One topic didn't contain qrels, so trec_eval only picked up 149.
    h.put("gov2-dir-base", new GroundTruth(Metric.P10, 149, sDirBaseRawP10, 0.5631f));
    h.put("gov2-dir-sd", new GroundTruth(Metric.P10, 149, sDirSDRawP10, 0.6007f));
    h.put("gov2-dir-fd", new GroundTruth(Metric.P10, 149, sDirFDRawP10, 0.5933f));
    h.put("gov2-bm25-base", new GroundTruth(Metric.P10, 149, sBm25BaseRawP10, 0.5846f));
    h.put("gov2-bm25-sd", new GroundTruth(Metric.P10, 149, sBm25SDRawP10, 0.6081f));
    h.put("gov2-bm25-fd", new GroundTruth(Metric.P10, 149, sBm25FDRawP10, 0.6094f));

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

      Map<String, Accumulator[]> r = results.get(model);
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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("joint-x1.0", new GroundTruth("joint-x1.0", Metric.AP, 25, x10_rawAP, 0.2256f));
    g.put("joint-x1.5", new GroundTruth("joint-x1.5", Metric.AP, 25, x15_rawAP, 0.2256f));
    g.put("joint-x2.0", new GroundTruth("joint-x2.0", Metric.AP, 25, x20_rawAP, 0.2306f));
    g.put("joint-x2.5", new GroundTruth("joint-x2.5", Metric.AP, 25, x25_rawAP, 0.2315f));
    g.put("joint-x3.0", new GroundTruth("joint-x3.0", Metric.AP, 25, x30_rawAP, 0.2324f));
    g.put("joint-x3.5", new GroundTruth("joint-x3.5", Metric.AP, 25, x35_rawAP, 0.2348f));
    g.put("joint-x4.0", new GroundTruth("joint-x4.0", Metric.AP, 25, x40_rawAP, 0.2360f));
    g.put("joint-x4.5", new GroundTruth("joint-x4.5", Metric.AP, 25, x45_rawAP, 0.2360f));
    g.put("joint-x5.0", new GroundTruth("joint-x5.0", Metric.AP, 25, x50_rawAP, 0.2360f));

    Qrels qrels = new Qrels("data/clue/qrels.web09catB.txt");

    String[] params = new String[] {
            "data/clue/run.clue.CIKM2010.title.joint.xml",
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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("indep-x1.0", new GroundTruth("indep-x1.0", Metric.AP, 50, x10_rawAP, 0.1753f));
    g.put("indep-x1.5", new GroundTruth("indep-x1.5", Metric.AP, 50, x15_rawAP, 0.1859f));
    g.put("indep-x2.0", new GroundTruth("indep-x2.0", Metric.AP, 50, x20_rawAP, 0.1957f));
    g.put("indep-x2.5", new GroundTruth("indep-x2.5", Metric.AP, 50, x25_rawAP, 0.2048f));
    g.put("indep-x3.0", new GroundTruth("indep-x3.0", Metric.AP, 50, x30_rawAP, 0.2094f));
    g.put("indep-x3.5", new GroundTruth("indep-x3.5", Metric.AP, 50, x35_rawAP, 0.2101f));
    g.put("indep-x4.0", new GroundTruth("indep-x4.0", Metric.AP, 50, x40_rawAP, 0.2155f));
    g.put("indep-x4.5", new GroundTruth("indep-x4.5", Metric.AP, 50, x45_rawAP, 0.2178f));
    g.put("indep-x5.0", new GroundTruth("indep-x5.0", Metric.AP, 50, x50_rawAP, 0.2173f));

    Qrels qrels = new Qrels("data/wt10g/qrels.wt10g.all");

    String[] params = new String[] {
            "data/wt10g/run.wt10g.CIKM2010.desc.indep.xml",
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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("clue-ql", new GroundTruth("clue-ql", Metric.AP, 25, ql_rawAP, 0.2098f));
    g.put("clue-sd", new GroundTruth("clue-sd", Metric.AP, 25, sd_rawAP, 0.2208f));
    g.put("clue-wsd-sd", new GroundTruth("clue-wsd-sd", Metric.AP, 25, wsd_sd_rawAP, 0.2212f));

    Qrels qrels = new Qrels("data/clue/qrels.web09catB.txt");

    String[] params = new String[] {
            "data/clue/run.web09catB.SIGIR2010.xml",
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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("indep-x1.0", new GroundTruth("indep-x1.0", Metric.AP, 25, x10_rawAP, 0.1393f));
    g.put("indep-x1.5", new GroundTruth("indep-x1.5", Metric.AP, 25, x15_rawAP, 0.1625f));
    g.put("indep-x2.0", new GroundTruth("indep-x2.0", Metric.AP, 25, x20_rawAP, 0.1446f));
    g.put("indep-x2.5", new GroundTruth("indep-x2.5", Metric.AP, 25, x25_rawAP, 0.1434f));
    g.put("indep-x3.0", new GroundTruth("indep-x3.0", Metric.AP, 25, x30_rawAP, 0.1461f));
    g.put("indep-x3.5", new GroundTruth("indep-x3.5", Metric.AP, 25, x35_rawAP, 0.1502f));
    g.put("indep-x4.0", new GroundTruth("indep-x4.0", Metric.AP, 25, x40_rawAP, 0.1499f));
    g.put("indep-x4.5", new GroundTruth("indep-x4.5", Metric.AP, 25, x45_rawAP, 0.1492f));
    g.put("indep-x5.0", new GroundTruth("indep-x5.0", Metric.AP, 25, x50_rawAP, 0.1496f));

    Qrels qrels = new Qrels("data/clue/qrels.web09catB.txt");

    String[] params = new String[] {
            "data/clue/run.clue.CIKM2010.desc.indep.xml",
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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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