Package org.cspoker.ai.opponentmodels.weka

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


//          new Object[]{minRaise, maxRaise, relRaiseAmount, blindRelRaiseAmount}));
          new Object[]{relRaiseAmount}));   
  }
 
  private void logRaiseAmount(Object actorId, double raiseAmount){
    PlayerData p = this.getPlayers().get(actorId);
    double bb = p.getBB();
    double relAmount = raiseAmount;
    raiseAmount = raiseAmount * bb;
    double minRaise = (double)getMinRaise(p);
    double maxRaise = (double)getMaxRaise(p);
    raiseAmount = Math.min(raiseAmount, maxRaise);
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  }


 
  public Instance getUnclassifiedInstance(Propositionalizer prop, Object actor) {
    PlayerData p = prop.getPlayers().get(actor);
    Instance instance = new Instance(length);
   
    instance.setDataset(dataset);
   
    instance.setValue(0, prop.getRoundCompletion());
    instance.setValue(1, prop.getPlayersActed());
    instance.setValue(2, prop.getPlayersToAct());
    instance.setValue(3, p.getGameCount());
    instance.setValue(4, prop.getTableGameStats().getNbRoundActions(prop));
    // Amounts
    instance.setValue(5, prop.getRelativePotSize());
    instance.setValue(6, p.getRelativeStack());
    // Player count
    instance.setValue(7, prop.getNbSeatedPlayers());
    instance.setValue(8, prop.getNbActivePlayers());
    instance.setValue(9, prop.getActivePlayerRatio());
    // Global player frequencies
    instance.setValue(10, p.getGlobalStats().getBetFrequency(4));
    // Per-round player frequencies
    instance.setValue(11, p.getGlobalStats().getRoundBetFrequency(prop,4));
    // PT Stats
    instance.setValue(12, p.getVPIP(4));
    instance.setValue(13, p.getPFR(4));
    instance.setValue(14, p.getGlobalStats().getAF(5));
    instance.setValue(15, p.getGlobalStats().getAFq(5));
    instance.setValue(16, (float)Math.log(p.getGlobalStats().getAFAmount(5)));
    instance.setValue(17, p.getWtSD(4));
    // Table PT stat averages
    instance.setValue(18, prop.getAverageVPIP(p,4));
    instance.setValue(19, prop.getAveragePFR(p,4));
    instance.setValue(20, prop.getAverageAF(p,5));
    instance.setValue(21, prop.getAverageAFq(p,5));
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    super(name, attributes, targets);
  }


  public Instance getUnclassifiedInstance(Propositionalizer prop, Object actor) {
    PlayerData p = prop.getPlayers().get(actor);
    Instance instance = new Instance(length);

    instance.setDataset(dataset);

    instance.setValue(0, prop.getRoundCompletion());
    instance.setValue(1, prop.getPlayersActed());
    instance.setValue(2, prop.getPlayersToAct());
    instance.setValue(3, prop.getRound());
    instance.setValue(4, p.getGameCount());
    instance.setValue(5, prop.getTableGameStats().getNbRoundActions(prop));
    // Amounts
    instance.setValue(6, prop.getRelativePotSize());
    instance.setValue(7, p.getRelativeStack());
    instance.setValue(8, (float)Math.log(p.getRelativeDeficit(prop)));
    instance.setValue(9, p.getPotOdds(prop));
    instance.setValue(10, (float)Math.log(prop.getRelativeMaxBet()));
    // Player count
    instance.setValue(11, prop.getNbSeatedPlayers());
    instance.setValue(12, prop.getNbActivePlayers());
    instance.setValue(13, prop.getActivePlayerRatio());
    // Global player frequencies
    // Global player frequencies
    instance.setValue(14, p.getGlobalStats().getFoldFrequency(4));
    instance.setValue(15, p.getGlobalStats().getCallFrequency(4));
    instance.setValue(16, p.getGlobalStats().getRaiseFrequency(4));
    // Per-round player frequencies
    instance.setValue(17, p.getGlobalStats().getRoundFoldFrequency(prop,4));
    instance.setValue(18, p.getGlobalStats().getRoundCallFrequency(prop,4));
    instance.setValue(19, p.getGlobalStats().getRoundRaiseFrequency(prop,4));
    // Game betting behaviour
    instance.setValue(20, p.isComitted()+"");
    instance.setValue(21, prop.getTableGameStats().getNbBetsRaises());
    instance.setValue(22, p.getGameStats().getNbBetsRaises());
    instance.setValue(23, p.getGameStats().getNbRoundBetsRaises(prop));
    instance.setValue(24, prop.rel(p.getGameStats().getNbBetsRaises(),prop.getTableGameStats().getNbBetsRaises()));
    instance.setValue(25, (float)Math.log1p(p.getGameStats().getTotalBetRaiseAmount()));
    instance.setValue(26, prop.rel(p.getGameStats().getTotalBetRaiseAmount(),prop.getTableGameStats().getTotalBetRaiseAmount()));
    instance.setValue(27, p.isLastActionWasRaise()+"");
    // PT Stats
    instance.setValue(28, p.getVPIP(4));
    instance.setValue(29, p.getPFR(4));
    instance.setValue(30, p.getGlobalStats().getAF(5));
    instance.setValue(31, p.getGlobalStats().getAFq(5));
    instance.setValue(32, (float)Math.log(p.getGlobalStats().getAFAmount(5)));
    instance.setValue(33, p.getWtSD(4));
    // Table PT stat averages
    instance.setValue(34, prop.getAverageVPIP(p,4));
    instance.setValue(35, prop.getAveragePFR(p,4));
    instance.setValue(36, prop.getAverageAF(p,5));
    instance.setValue(37, prop.getAverageAFq(p,5));
View Full Code Here

  }



  public Instance getUnclassifiedInstance(Propositionalizer prop, Object actor) {
    PlayerData p = prop.getPlayers().get(actor);
    Instance instance = new Instance(length);
    if (p==null) p = new PlayerData(actor);
    instance.setDataset(dataset);

    instance.setValue(0, prop.getRoundCompletion());
    instance.setValue(1, prop.getPlayersActed());
    instance.setValue(2, prop.getPlayersToAct());
    instance.setValue(3, p.getGameCount());
    instance.setValue(4, prop.isSomebodyActedThisRound()+"");
    instance.setValue(5, prop.getTableGameStats().getNbRoundActions(prop));
    // Amounts
    instance.setValue(6, prop.getRelativePotSize());
    instance.setValue(7, p.getRelativeStack());
    instance.setValue(8, (float)Math.log(p.getRelativeDeficit(prop)));
    instance.setValue(9, p.getPotOdds(prop));
    instance.setValue(10, (float)Math.log(prop.getRelativeMaxBet()));
    // Player count
    instance.setValue(11, prop.getNbSeatedPlayers());
    instance.setValue(12, prop.getNbActivePlayers());
    instance.setValue(13, prop.getActivePlayerRatio());
    // Global player frequencies
    instance.setValue(14, p.getGlobalStats().getFoldFrequency(4));
    instance.setValue(15, p.getGlobalStats().getCallFrequency(4));
    instance.setValue(16, p.getGlobalStats().getRaiseFrequency(4));
    // Per-round player frequencies
    instance.setValue(17, p.getGlobalStats().getRoundFoldFrequency(prop,4));
    instance.setValue(18, p.getGlobalStats().getRoundCallFrequency(prop,4));
    instance.setValue(19, p.getGlobalStats().getRoundRaiseFrequency(prop,4));
    // Game betting behaviour
    instance.setValue(20, p.isComitted()+"");
    instance.setValue(21, prop.getTableGameStats().getNbBetsRaises());
    instance.setValue(22, p.getGameStats().getNbBetsRaises());
    instance.setValue(23, prop.rel(p.getGameStats().getNbBetsRaises(),prop.getTableGameStats().getNbBetsRaises()));
    instance.setValue(24, (float)Math.log1p(p.getGameStats().getTotalBetRaiseAmount()));
    instance.setValue(25, prop.rel(p.getGameStats().getTotalBetRaiseAmount(),prop.getTableGameStats().getTotalBetRaiseAmount()));
    instance.setValue(26, p.isLastActionWasRaise()+"");
    // PT Stats
    instance.setValue(27, p.getVPIP(4));
    instance.setValue(28, p.getPFR(4));
    instance.setValue(29, p.getGlobalStats().getAF(5));
    instance.setValue(30, p.getGlobalStats().getAFq(5));
    instance.setValue(31, (float)Math.log(p.getGlobalStats().getAFAmount(5)));
    instance.setValue(32, p.getWtSD(4));
    // Table PT stat averages
    instance.setValue(33, prop.getAverageVPIP(p,4));
    instance.setValue(34, prop.getAveragePFR(p,4));
    instance.setValue(35, prop.getAverageAF(p,5));
    instance.setValue(36, prop.getAverageAFq(p,5));
View Full Code Here

    super(name, attributes, targets);
  }


  public Instance getUnclassifiedInstance(Propositionalizer prop, Object actor) {
    PlayerData p = prop.getPlayers().get(actor);
    Instance instance = new Instance(length);

    instance.setDataset(dataset);

    instance.setValue(0, prop.getRoundCompletion());
    instance.setValue(1, prop.getPlayersActed());
    instance.setValue(2, prop.getPlayersToAct());
    instance.setValue(3, prop.getRound()+"");
    instance.setValue(4, p.getGameCount());
    instance.setValue(5, prop.isSomebodyActedThisRound()+"");
    instance.setValue(6, prop.getTableGameStats().getNbRoundActions(prop));
    // Amounts
    instance.setValue(7, prop.getRelativePotSize());
    instance.setValue(8, p.getRelativeStack());
    // Player count
    instance.setValue(9, prop.getNbSeatedPlayers());
    instance.setValue(10, prop.getNbActivePlayers());
    instance.setValue(11, prop.getActivePlayerRatio());
    // Global player frequencies
    instance.setValue(12, p.getGlobalStats().getBetFrequency(4));
    // Per-round player frequencies
    instance.setValue(13, p.getGlobalStats().getRoundBetFrequency(prop,4));
    // Game betting behaviour
    instance.setValue(14, prop.getTableGameStats().getNbBetsRaises());
    instance.setValue(15, p.getGameStats().getNbBetsRaises());
    instance.setValue(16, prop.rel(p.getGameStats().getNbBetsRaises(),prop.getTableGameStats().getNbBetsRaises()));
    instance.setValue(17, (float)Math.log1p(p.getGameStats().getTotalBetRaiseAmount()));
    instance.setValue(18, prop.rel(p.getGameStats().getTotalBetRaiseAmount(),prop.getTableGameStats().getTotalBetRaiseAmount()));
    instance.setValue(19, p.isLastActionWasRaise()+"");
    // PT Stats
    instance.setValue(20, p.getVPIP(4));
    instance.setValue(21, p.getPFR(4));
    instance.setValue(22, p.getGlobalStats().getAF(5));
    instance.setValue(23, p.getGlobalStats().getAFq(5));
    instance.setValue(24, (float)Math.log(p.getGlobalStats().getAFAmount(5)));
    instance.setValue(25, p.getWtSD(4));
    // Table PT stat averages
    instance.setValue(26, prop.getAverageVPIP(p,4));
    instance.setValue(27, prop.getAveragePFR(p,4));
    instance.setValue(28, prop.getAverageAF(p,5));
    instance.setValue(29, prop.getAverageAFq(p,5));
View Full Code Here

  public ShowdownInstances(String name, String targets) {
    super(name, attributes, targets);
  }

  public Instance getUnclassifiedInstance(Propositionalizer prop, Object actor) {
    PlayerData p = prop.getPlayers().get(actor);
    Instance instance = new Instance(length);
   
    instance.setDataset(dataset);

    instance.setValue(0, p.getGameCount());
    // Amounts
    instance.setValue(1, prop.getRelativePotSize());
    instance.setValue(2, (float)Math.log(prop.getRelativePotSize()));
    instance.setValue(3, p.getRelativeStack());
    instance.setValue(4, (float)Math.log1p(p.getRelativeStack()));
    // Player count
    instance.setValue(5, prop.getNbSeatedPlayers());
    instance.setValue(6, prop.getNbActivePlayers());
    instance.setValue(7, prop.getActivePlayerRatio());
    // Global player frequencies
    instance.setValue(8, p.getGlobalStats().getBetFrequency(4));
    instance.setValue(9, p.getGlobalStats().getFoldFrequency(4));
    instance.setValue(10, p.getGlobalStats().getCallFrequency(4));
    instance.setValue(11, p.getGlobalStats().getRaiseFrequency(4));
    //BetRaise counts
    instance.setValue(12, prop.getTableGameStats().getNbBetsRaises());
    instance.setValue(13, p.getGameStats().getNbBetsRaises());
    instance.setValue(14, p.getGameStats().getNbBetsRaisesPreFlop());
    instance.setValue(15, p.getGameStats().getNbBetsRaisesPostFlop());
    instance.setValue(16, p.getGameStats().getNbBetsRaisesFlop());
    instance.setValue(17, p.getGameStats().getNbBetsRaisesTurn());
    instance.setValue(18, p.getGameStats().getNbBetsRaisesRiver());
    //BetRaise amount
    instance.setValue(19, (float)prop.getTableGameStats().getTotalBetRaiseAmount());
    instance.setValue(20, (float)p.getGameStats().getTotalBetRaiseAmount());
    instance.setValue(21, (float)p.getGameStats().getBetRaiseAmountPreFlop());
    instance.setValue(22, (float)p.getGameStats().getBetRaiseAmountPostFlop());
    instance.setValue(23, (float)p.getGameStats().getBetRaiseAmountFlop());
    instance.setValue(24, (float)p.getGameStats().getBetRaiseAmountTurn());
    instance.setValue(25, (float)p.getGameStats().getBetRaiseAmountRiver());
    //Bet amount
    instance.setValue(26, (float)prop.getTableGameStats().getTotalBetAmount());
    instance.setValue(27, (float)p.getGameStats().getTotalBetAmount());
    instance.setValue(28, (float)p.getGameStats().getBetAmountPreFlop());
    instance.setValue(29, (float)p.getGameStats().getBetAmountPostFlop());
    instance.setValue(30, (float)p.getGameStats().getBetAmountFlop());
    instance.setValue(31, (float)p.getGameStats().getBetAmountTurn());
    instance.setValue(32, (float)p.getGameStats().getBetAmountRiver());
    //Raise amount
    instance.setValue(33, (float)prop.getTableGameStats().getTotalRaiseAmount());
    instance.setValue(34, (float)p.getGameStats().getTotalRaiseAmount());
    instance.setValue(35, (float)p.getGameStats().getRaiseAmountPreFlop());
    instance.setValue(36, (float)p.getGameStats().getRaiseAmountPostFlop());
    instance.setValue(37, (float)p.getGameStats().getRaiseAmountFlop());
    instance.setValue(38, (float)p.getGameStats().getRaiseAmountTurn());
    instance.setValue(39, (float)p.getGameStats().getRaiseAmountRiver());
    // Relative BetRaise counts
    instance.setValue(40, prop.rel(p.getGameStats().getNbBetsRaises(),prop.getTableGameStats().getNbBetsRaises()));
    instance.setValue(41, prop.rel(p.getGameStats().getNbBetsRaisesPreFlop(),prop.getTableGameStats().getNbBetsRaisesPreFlop()));
    instance.setValue(42, prop.rel(p.getGameStats().getNbBetsRaisesPostFlop(),prop.getTableGameStats().getNbBetsRaisesPostFlop()));
    instance.setValue(43, prop.rel(p.getGameStats().getNbBetsRaisesFlop(),prop.getTableGameStats().getNbBetsRaisesFlop()));
    instance.setValue(44, prop.rel(p.getGameStats().getNbBetsRaisesTurn(),prop.getTableGameStats().getNbBetsRaisesTurn()));
    instance.setValue(45, prop.rel(p.getGameStats().getNbBetsRaisesRiver(),prop.getTableGameStats().getNbBetsRaisesRiver()));
    // Relative BetRaise amounts
    instance.setValue(46, prop.rel(p.getGameStats().getTotalBetRaiseAmount(),prop.getTableGameStats().getTotalBetRaiseAmount()));
    instance.setValue(47, prop.rel(p.getGameStats().getBetRaiseAmountPreFlop(),prop.getTableGameStats().getBetRaiseAmountPreFlop()));
    instance.setValue(48, prop.rel(p.getGameStats().getBetRaiseAmountPostFlop(),prop.getTableGameStats().getBetRaiseAmountPostFlop()));
    instance.setValue(49, prop.rel(p.getGameStats().getBetRaiseAmountFlop(),prop.getTableGameStats().getBetRaiseAmountFlop()));
    instance.setValue(50, prop.rel(p.getGameStats().getBetRaiseAmountTurn(),prop.getTableGameStats().getBetRaiseAmountTurn()));
    instance.setValue(51, prop.rel(p.getGameStats().getBetRaiseAmountRiver(),prop.getTableGameStats().getBetRaiseAmountRiver()));
    //Table BetRaise counts
    instance.setValue(52, prop.getTableGameStats().getNbBetsRaisesPreFlop());
    instance.setValue(53, prop.getTableGameStats().getNbBetsRaisesPostFlop());
    instance.setValue(54, prop.getTableGameStats().getNbBetsRaisesFlop());
    instance.setValue(55, prop.getTableGameStats().getNbBetsRaisesTurn());
    instance.setValue(56, prop.getTableGameStats().getNbBetsRaisesRiver());
    //Table BetRaise amount
    instance.setValue(57, (float)prop.getTableGameStats().getBetRaiseAmountPreFlop());
    instance.setValue(58, (float)prop.getTableGameStats().getBetRaiseAmountPostFlop());
    instance.setValue(59, (float)prop.getTableGameStats().getBetRaiseAmountFlop());
    instance.setValue(60, (float)prop.getTableGameStats().getBetRaiseAmountTurn());
    instance.setValue(61, (float)prop.getTableGameStats().getBetRaiseAmountRiver());
    // Other
    instance.setValue(62, p.isLastActionWasRaise()+"");
    // PT Stats
    instance.setValue(63, p.getVPIP(4));
    instance.setValue(64, p.getPFR(4));
    instance.setValue(65, p.getGlobalStats().getAF(5));
    instance.setValue(66, p.getGlobalStats().getAFq(5));
    instance.setValue(67, (float)Math.log(p.getGlobalStats().getAFAmount(5)));
    instance.setValue(68, p.getWtSD(4));
    // Table PT stat averages
    instance.setValue(69, prop.getAverageVPIP(p,4));
    instance.setValue(70, prop.getAveragePFR(p,4));
    instance.setValue(71, prop.getAverageAF(p,5));
    instance.setValue(72, prop.getAverageAFq(p,5));
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Related Classes of org.cspoker.ai.opponentmodels.weka.PlayerData

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