Package ivory.regression

Examples of ivory.regression.GroundTruth

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  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = new HashMap<String, GroundTruth>();

    g.put("wt10g-ql", new GroundTruth("wt10g-ql", Metric.AP, 50, QL, 0.2151f));
    g.put("wt10g-sd", new GroundTruth("wt10g-sd", Metric.AP, 50, SD, 0.2242f));
    g.put("wt10g-wsd-sd", new GroundTruth("wt10g-wsd-sd", Metric.AP, 50, WSD_SD, 0.2411f));

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

    String[] params = new String[] {
            "data/wt10g/run.wt10g.SIGIR2010.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-bm25-base", new GroundTruth(Metric.AP, 149, sBm25BaseRawAP, 0.2999f));

    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-bm25-base", new GroundTruth(Metric.P10, 149, sBm25BaseRawP10, 0.5846f));

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

      Map<String, Accumulator[]> r = results.get(model);
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      "46", "0.8000", "47", "0.6000", "48", "0.1000", "49", "0.4000", "50", "0.0000" };

  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = Maps.newHashMap();
    g.put("bm25-base", new GroundTruth(Metric.AP, 50, bm25_rawAP, 0.2051f));
    g.put("ql-base", new GroundTruth(Metric.AP, 50, ql_rawAP, 0.1931f));

    Map<String, GroundTruth> h = Maps.newHashMap();
    h.put("bm25-base", new GroundTruth(Metric.P10, 50, bm25_rawP10, 0.3720f));
    h.put("ql-base", new GroundTruth(Metric.P10, 50, ql_rawP10, 0.3380f));

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

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

    g.put("gov2-ql", new GroundTruth("gov2-ql", Metric.AP, 75, QL, 0.3195f));
    g.put("gov2-sd", new GroundTruth("gov2-sd", Metric.AP, 75, SD, 0.3357f));
    g.put("gov2-wsd-sd", new GroundTruth("gov2-wsd-sd", Metric.AP, 75, WSD_SD, 0.3435f));

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

    String[] params = new String[] {
        "data/gov2/run.gov2.SIGIR2010.xml",
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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, 50, x10_rawAP, 0.2200f));
    g.put("joint-x1.5", new GroundTruth("joint-x1.5", Metric.AP, 50, x15_rawAP, 0.2230f));
    g.put("joint-x2.0", new GroundTruth("joint-x2.0", Metric.AP, 50, x20_rawAP, 0.2325f));
    g.put("joint-x2.5", new GroundTruth("joint-x2.5", Metric.AP, 50, x25_rawAP, 0.2275f));
    g.put("joint-x3.0", new GroundTruth("joint-x3.0", Metric.AP, 50, x30_rawAP, 0.2307f));
    g.put("joint-x3.5", new GroundTruth("joint-x3.5", Metric.AP, 50, x35_rawAP, 0.2358f));
    g.put("joint-x4.0", new GroundTruth("joint-x4.0", Metric.AP, 50, x40_rawAP, 0.2366f));
    g.put("joint-x4.5", new GroundTruth("joint-x4.5", Metric.AP, 50, x45_rawAP, 0.2378f));
    g.put("joint-x5.0", new GroundTruth("joint-x5.0", Metric.AP, 50, x50_rawAP, 0.2387f));

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

    String[] params = new String[] {
            "data/wt10g/run.wt10g.CIKM2010.title.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 99.
    g.put("wt10g-dir-base", new GroundTruth(Metric.AP, 99, sDirBaseRawAP, 0.2093f));
    g.put("wt10g-dir-sd", new GroundTruth(Metric.AP, 99, sDirSDRawAP, 0.2187f));
    g.put("wt10g-dir-fd", new GroundTruth(Metric.AP, 99, sDirFDRawAP, 0.2205f));
    g.put("wt10g-bm25-base", new GroundTruth(Metric.AP, 99, sBm25BaseRawAP, 0.2105f));
    g.put("wt10g-bm25-sd", new GroundTruth(Metric.AP, 99, sBm25SDRawAP, 0.2248f));
    g.put("wt10g-bm25-fd", new GroundTruth(Metric.AP, 99, sBm25FDRawAP, 0.2226f));

    Map<String, GroundTruth> h = Maps.newHashMap();
    // One topic didn't contain qrels, so trec_eval only picked up 99.
    h.put("wt10g-dir-base", new GroundTruth(Metric.P10, 99, sDirBaseRawP10, 0.3131f));
    h.put("wt10g-dir-sd", new GroundTruth(Metric.P10, 99, sDirSDRawP10, 0.3192f));
    h.put("wt10g-dir-fd", new GroundTruth(Metric.P10, 99, sDirFDRawP10, 0.3242f));
    h.put("wt10g-bm25-base", new GroundTruth(Metric.P10, 99, sBm25BaseRawP10, 0.3202f));
    h.put("wt10g-bm25-sd", new GroundTruth(Metric.P10, 99, sBm25SDRawP10, 0.3333f));
    h.put("wt10g-bm25-fd", new GroundTruth(Metric.P10, 99, sBm25FDRawP10, 0.3394f));

    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("indep-x1.0", new GroundTruth("indep-x1.0", Metric.AP, 75, x10_rawAP, 0.2505f));
    g.put("indep-x1.5", new GroundTruth("indep-x1.5", Metric.AP, 75, x15_rawAP, 0.2889f));
    g.put("indep-x2.0", new GroundTruth("indep-x2.0", Metric.AP, 75, x20_rawAP, 0.3028f));
    g.put("indep-x2.5", new GroundTruth("indep-x2.5", Metric.AP, 75, x25_rawAP, 0.3104f));
    g.put("indep-x3.0", new GroundTruth("indep-x3.0", Metric.AP, 75, x30_rawAP, 0.3161f));
    g.put("indep-x3.5", new GroundTruth("indep-x3.5", Metric.AP, 75, x35_rawAP, 0.3211f));
    g.put("indep-x4.0", new GroundTruth("indep-x4.0", Metric.AP, 75, x40_rawAP, 0.3238f));
    g.put("indep-x4.5", new GroundTruth("indep-x4.5", Metric.AP, 75, x45_rawAP, 0.3263f));
    g.put("indep-x5.0", new GroundTruth("indep-x5.0", Metric.AP, 75, x50_rawAP, 0.3285f));

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

    String[] params = new String[] {
            "data/gov2/run.gov2.CIKM2010.desc.indep.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("ql-base", new GroundTruth("ql-base", Metric.AP, 50, ql_base_rawAP, 0.1931f));
    g.put("ql-sd", new GroundTruth("ql-sd", Metric.AP, 50, ql_sd_rawAP, 0.2048f));
    g.put("ql-wsd", new GroundTruth("ql-wsd", Metric.AP, 50, ql_wsd_rawAP, 0.2120f));
    g.put("bm25-base", new GroundTruth("bm25-base", Metric.AP, 50, bm25_base_rawAP, 0.2051f));
    g.put("bm25-sd", new GroundTruth("bm25-sd", Metric.AP, 50, bm25_sd_rawAP, 0.2188f));
    g.put("bm25-wsd", new GroundTruth("bm25-wsd", Metric.AP, 50, bm25_wsd_rawAP, 0.2207f));

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

      Map<String, Accumulator[]> r = results.get(model);
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      "46", "0.7208", "47", "0.3230", "48", "0.1238", "49", "0.1847", "50", "0.0559" };

  @Test
  public void runRegression() throws Exception {
    Map<String, GroundTruth> g = Maps.newHashMap();
    g.put("Clue-FeaturePrune-0.1", new GroundTruth("Clue-FeaturePrune-0.1",
        Metric.NDCG20, 25, p1, 0.2966f));
    g.put("Clue-FeaturePrune-0.3", new GroundTruth("Clue-FeaturePrune-0.3",
        Metric.NDCG20, 25, p3, 0.2936f));
    g.put("Clue-FeaturePrune-0.5", new GroundTruth("Clue-FeaturePrune-0.5",
        Metric.NDCG20, 25, p5, 0.2936f));
    g.put("Clue-FeaturePrune-0.7", new GroundTruth("Clue-FeaturePrune-0.7",
        Metric.NDCG20, 25, p7, 0.2934f));
    g.put("Clue-FeaturePrune-0.9", new GroundTruth("Clue-FeaturePrune-0.9",
        Metric.NDCG20, 25, p9, 0.2758f));

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

    String[] params = new String[] {
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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, 0.1134f));
    g.put("indep-x1.5", new GroundTruth("indep-x1.5", Metric.AP, 25, x15_rawAP, 0.1916f));
    g.put("indep-x2.0", new GroundTruth("indep-x2.0", Metric.AP, 25, x20_rawAP, 0.2097f));
    g.put("indep-x2.5", new GroundTruth("indep-x2.5", Metric.AP, 25, x25_rawAP, 0.2118f));
    g.put("indep-x3.0", new GroundTruth("indep-x3.0", Metric.AP, 25, x30_rawAP, 0.2159f));
    g.put("indep-x3.5", new GroundTruth("indep-x3.5", Metric.AP, 25, x35_rawAP, 0.2152f));
    g.put("indep-x4.0", new GroundTruth("indep-x4.0", Metric.AP, 25, x40_rawAP, 0.2218f));
    g.put("indep-x4.5", new GroundTruth("indep-x4.5", Metric.AP, 25, x45_rawAP, 0.2248f));
    g.put("indep-x5.0", new GroundTruth("indep-x5.0", Metric.AP, 25, x50_rawAP, 0.2250f));

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

    String[] params = new String[] {
        "data/clue/run.clue.CIKM2010.title.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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