/**
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
*/
package org.cspoker.ai.opponentmodels.weka.instances;
import org.cspoker.ai.opponentmodels.weka.PlayerData;
import org.cspoker.ai.opponentmodels.weka.Propositionalizer;
import weka.core.Instance;
public class PreCheckBetInstances extends InstancesBuilder{
private final static String attributes =
"@attribute roundCompletion real"+nl+
"@attribute playersActed integer"+nl+
"@attribute playersToAct integer"+nl+
"@attribute gameCount integer"+nl+
"@attribute nbActionsThisRound integer"+nl+
"@attribute potSize real"+nl+
"@attribute stackSize real"+nl+
"@attribute nbSeatedPlayers integer"+nl+
"@attribute nbActivePlayers integer"+nl+
"@attribute activePlayerRatio real"+nl+
"@attribute betFrequency real"+nl+
"@attribute betFrequencyRound real"+nl+
"@attribute VPIP real"+nl+
"@attribute PFR real"+nl+
"@attribute AF real"+nl+
"@attribute AFq real"+nl+
"@attribute AFAmount real"+nl+
"@attribute WtSD real"+nl+
"@attribute opponentVPIP real"+nl+
"@attribute opponentPFR real"+nl+
"@attribute opponentAF real"+nl+
"@attribute opponentAFq real"+nl+
"@attribute opponentLogAFAmount real"+nl+
"@attribute opponentWtSD real"+nl;
public PreCheckBetInstances(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, 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));
instance.setValue(22, prop.getAverageAFAmount(p,5));
instance.setValue(23, prop.getAverageWtSD(p,4));
return instance;
}
}