Examples of WekaLearningModel

org.cspoker.ai.opponentmodels.weka.WekaLearningModel
This OpponentModel delegates to a provided default {@link WekaModel} for its opponent-model.In addition it observes the game and (configured by {@link WekaOptions}) replaces the opponent-model for each villain after enough data has been collected.

Examples of org.cspoker.ai.opponentmodels.weka.WekaLearningModel

    
    for (int i = 0; i < runner.nbPlayersPerGame; i++) {
      try {
        bot = (MCTSBot) runner.getBot(i);
        Config config = bot.getConfig();
        WekaLearningModel model = (WekaLearningModel) config.getModel();
        if (model.getConfig().useOnlineLearning())
          return bot;
      } catch (Exception e) {
        bot = null;
      }
    }

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Examples of org.cspoker.ai.opponentmodels.weka.WekaLearningModel

  private boolean modelCreated(PlayerId actor) {
    try {
      MCTSBot bot = getLearningMCTSBot();
      if (bot.getId().equals(actor)) return false;
      Config config = bot.getConfig();
      WekaLearningModel model = (WekaLearningModel) config.getModel();
      ARFFPlayer player = model.getPlayer(actor);
      return player.modelCreated();
    } catch (Exception e) {
      System.err.println(e);
      return false;
    }

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Examples of org.cspoker.ai.opponentmodels.weka.WekaLearningModel

  private double getAccuracy(PlayerId actor) {
    try {
      MCTSBot bot = getLearningMCTSBot();
      if (bot.getId().equals(actor)) return 0.0;
      Config config = bot.getConfig();
      WekaLearningModel model = (WekaLearningModel) config.getModel();
      return model.getPlayerAccuracy(actor);
    } catch (Exception e) {
      System.err.println(e);
      return 0.0;
    }
  }

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Examples of org.cspoker.ai.opponentmodels.weka.WekaLearningModel

  showdown0Model, showdown1Model, showdown2Model, showdown3Model, showdown4Model, showdown5Model;




  @Override
  public OpponentModel create(PlayerId bot) {
    return new WekaLearningModel(bot, new WekaRegressionModel(preBetModel, preFoldModel, preCallModel, preRaiseModel, postBetModel, postFoldModel, postCallModel, postRaiseModel,
      showdown0Model, showdown1Model, showdown2Model, showdown3Model, showdown4Model, showdown5Model), config, listeners);
  }

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