code: package zemberek.examples.classification;
  
  import java.io.IOException;
  import java.nio.file.Path;
  import java.nio.file.Paths;
  import java.util.List;
  import zemberek.classification.FastTextClassifier;
  import zemberek.core.ScoredItem;
  import zemberek.core.turkish.Turkish;
  import zemberek.tokenization.TurkishTokenizer;
  
  public class SimpleClassification {
  
    public static void main(String[] args) throws IOException {
      // assumes models are generated with NewsTitleCategoryFinder
      Path path = Paths.get("/media/ahmetaa/depo/zemberek/data/classification/news-title-category-set.tokenized.model");
      FastTextClassifier classifier = FastTextClassifier.load(path);
  
      String s = "Beşiktaş berabere kaldı.";
  
      // process the input exactly the way trainin set is processed
      String processed = String.join(" ", TurkishTokenizer.DEFAULT.tokenizeToStrings(s));
      processed = processed.toLowerCase(Turkish.LOCALE);
  
      // results, only top three.
      List<ScoredItem<String>> res = classifier.predict(processed, 3);
  
      for (ScoredItem<String> re : res) {
        System.out.println(re);
      }
    }
  
  }
  