Package org.apache.mahout.classifier.sgd

Examples of org.apache.mahout.classifier.sgd.ModelDissector.summary()


      Vector v = encodeFeatureVector(file);
      md.update(v, traceDictionary, model);
    }

    List<String> ngNames = Lists.newArrayList(newsGroups.values());
    List<ModelDissector.Weight> weights = md.summary(100);
    for (ModelDissector.Weight w : weights) {
      System.out.printf("%s\t%.1f\t%s\t%.1f\t%s\t%.1f\t%s\n",
                        w.getFeature(), w.getWeight(), ngNames.get(w.getMaxImpact() + 1),
                        w.getCategory(1), w.getWeight(1), w.getCategory(2), w.getWeight(2));
    }
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