예제 #1
0
파일: RFView.java 프로젝트: jayfans3/h2o
 private StringBuilder stats(StringBuilder sb, JsonElement json) {
   if (json == null) {
     return sb.append(" / / ");
   } else {
     JsonObject obj = json.getAsJsonObject();
     return sb.append(
         String.format(
             "%4.1f / %4.1f / %4.1f",
             obj.get(MIN).getAsDouble(), obj.get(MAX).getAsDouble(), obj.get(MEAN).getAsDouble()));
   }
 }
예제 #2
0
파일: RFView.java 프로젝트: jayfans3/h2o
 @Override
 public String build(Response response, JsonObject t, String contextName) {
   int n = t.get(Constants.TREE_COUNT).getAsInt();
   StringBuilder sb = new StringBuilder();
   if (n > 0) {
     sb.append("<h3>Trees</h3>");
     sb.append(t.get(Constants.TREE_COUNT)).append(" trees with min/max/mean depth of ");
     stats(sb, t.get(TREE_DEPTH)).append(" and leaf of ");
     stats(sb, t.get(TREE_LEAVES)).append(".<br>");
     for (int i = 0; i < n; ++i) {
       sb.append(
               RFTreeView.link(_modelKey.value(), i, _dataKey.value(), Integer.toString(i + 1)))
           .append(" ");
     }
   } else {
     sb.append("<h3>No trees yet...</h3>");
   }
   return sb.toString();
 }
예제 #3
0
파일: RFView.java 프로젝트: jayfans3/h2o
 @Override
 public String build(Response response, JsonObject cm, String contextName) {
   StringBuilder sb = new StringBuilder();
   if (cm.has(JSON_CM_MATRIX)) {
     sb.append("<h3>Confusion matrix - ")
         .append(cm.get(JSON_CM_TYPE).getAsString())
         .append("</h3>");
     sb.append("<dl class='dl-horizontal'>");
     sb.append("<dt>classification error</dt><dd>")
         .append(String.format("%5.3f %%", 100 * cm.get(JSON_CM_CLASS_ERR).getAsFloat()))
         .append("</dd>");
     long rows = cm.get(JSON_CM_ROWS).getAsLong();
     long skippedRows = cm.get(JSON_CM_ROWS_SKIPPED).getAsLong();
     sb.append("<dt>used / skipped rows </dt><dd>")
         .append(
             String.format(
                 "%d / %d (%3.1f %%)",
                 rows, skippedRows, (double) skippedRows * 100 / (skippedRows + rows)))
         .append("</dd>");
     sb.append("<dt>trees used</dt><dd>" + cm.get(JSON_CM_TREES).getAsInt()).append("</dd>");
     sb.append("</dl>");
     sb.append("<table class='table table-striped table-bordered table-condensed'>");
     sb.append("<tr><th>Actual \\ Predicted</th>");
     JsonArray header = (JsonArray) cm.get(JSON_CM_HEADER);
     for (JsonElement e : header) sb.append("<th>" + e.getAsString() + "</th>");
     sb.append("<th>Error</th></tr>");
     int classes = header.size();
     long[] totals = new long[classes];
     JsonArray matrix = (JsonArray) cm.get(JSON_CM_MATRIX);
     long sumTotal = 0;
     long sumError = 0;
     for (int crow = 0; crow < classes; ++crow) {
       JsonArray row = (JsonArray) matrix.get(crow);
       long total = 0;
       long error = 0;
       sb.append("<tr><th>" + header.get(crow).getAsString() + "</th>");
       for (int ccol = 0; ccol < classes; ++ccol) {
         long num = row.get(ccol).getAsLong();
         total += num;
         totals[ccol] += num;
         if (ccol == crow) {
           sb.append("<td style='background-color:LightGreen'>");
         } else {
           sb.append("<td>");
           error += num;
         }
         sb.append(num);
         sb.append("</td>");
       }
       sb.append("<td>");
       sb.append(String.format("%5.3f = %d / %d", (double) error / total, error, total));
       sb.append("</td></tr>");
       sumTotal += total;
       sumError += error;
     }
     sb.append("<tr><th>Totals</th>");
     for (int i = 0; i < totals.length; ++i) sb.append("<td>" + totals[i] + "</td>");
     sb.append("<td><b>");
     sb.append(
         String.format("%5.3f = %d / %d", (double) sumError / sumTotal, sumError, sumTotal));
     sb.append("</b></td></tr>");
     sb.append("</table>");
   } else {
     sb.append("<div class='alert alert-info'>");
     sb.append("Confusion matrix is being computed into the key:</br>");
     sb.append(cm.get(JSON_CONFUSION_KEY).getAsString());
     sb.append("</div>");
   }
   return sb.toString();
 }