HsSdKMeansAdaptiveCa CalculateCa(Props parameters, int[] samplesCount, int rngSeed)
{
ClusterTree rt = new ClusterTree();
parameters.Set("IsCreatingClusterTree", "true");
HsSdKMeansAdaptiveCa ca = new HsSdKMeansAdaptiveCa(parameters);
CaMcGen gen = new CaMcGen
{
Clusterizer = ca,
IsVerbose = false,
// IsVerboseSamples = true,
RngSeed = rngSeed,
SamplesCount = samplesCount
};
rt.Root = gen.Generate();
string fileName = Path.Combine(_outDir, "ca-hssd-km.dat");
rt.Write(fileName);
parameters.Set("ClusterTreeFile", fileName);
parameters.Set("IsCreatingClusterTree", "false");
HsSdKMeansAdaptiveCa ca1 = new HsSdKMeansAdaptiveCa(parameters);
return(ca1);
}
void VerifyPreflopPockets(HsSdKMeansAdaptiveCa ca)
{
DeckDescriptor dd = StdDeck.Descriptor;
int[] hand;
hand = dd.GetIndexes("Ac Ah");
Assert.AreEqual(7, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("Ac Kc");
Assert.AreEqual(6, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("Ac Kh");
Assert.AreEqual(5, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("5s 5h");
Assert.AreEqual(4, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("7s 8s");
Assert.AreEqual(3, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("8s 7d");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("7c 2d");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
hand = dd.GetIndexes("Qc 2d");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
}
public void Test_SD3_UnnormalizedAdaptive()
{
Props parameters = XmlSerializerExt.Deserialize <Props>(Path.Combine(_testResDir, "ca-hssd-km.xml"));
parameters.Set("SdKind", "Sd3");
parameters.Set("NormalizeHandValues", "false");
parameters.Set("MinBucketCounts", "8 10 10 1");
parameters.Set("MaxBucketCounts", "8 10 10 4");
parameters.Set("ClusterSizes0", "0 0.05 0.05 0.05");
parameters.Set("ClusterSizes1", "0 2 2 0");
HsSdKMeansAdaptiveCa ca = CalculateCa(parameters, new int[] { 0, 5000, 5000, 200 }, 1);
VerifyPreflopPockets(ca);
DeckDescriptor dd = StdDeck.Descriptor;
int[] hand;
// In comments there are normalized values.
#region Preflop bucket 3 (87s)
//------------------------------------------------------------
// 0.572431087493896 0.380353838205338
hand = dd.GetIndexes("7d 8d 5d 5h 4d");
Assert.AreEqual(5, ca.GetAbstractCard(hand, hand.Length));
// 0.57322484254837 0.173631072044373
hand = dd.GetIndexes("7c 8c 7s 2s As");
Assert.AreEqual(6, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
#endregion
#region Buckets 4,9,9 (adapted to one cluster, make sure min and max hs go to the same bucket 0)
// Min hs
// 0.953535377979279 0
hand = dd.GetIndexes("5h 5s 3s 5c 3d 2c 3c");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
// Max hs
// 1 0
hand = dd.GetIndexes("5h 5s 3d 5d 5c Jc 2h");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
#endregion
}
public void Test_SD3_Normalized()
{
Props parameters = XmlSerializerExt.Deserialize <Props>(Path.Combine(_testResDir, "ca-hssd-km.xml"));
parameters.Set("SdKind", "Sd3");
parameters.Set("NormalizeHandValues", "true");
HsSdKMeansAdaptiveCa ca = CalculateCa(parameters, new int[] { 0, 5000, 5000, 200 }, 1);
VerifyPreflopPockets(ca);
DeckDescriptor dd = StdDeck.Descriptor;
int[] hand;
// In comments there are normalized values.
#region Preflop bucket 3 (87s)
//------------------------------------------------------------
// 0.16 0.788
hand = dd.GetIndexes("7d 8d 2c 2d 6h");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.16 0.68
hand = dd.GetIndexes("7d 8d 2s Qd Qs");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.16 0.56
hand = dd.GetIndexes("7h 8h Qd Ah Ad");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
// 0.11 0.71
hand = dd.GetIndexes("7c 8c 2s Kd 6h");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.11 0.59
hand = dd.GetIndexes("7c 8c Ad 4h 4s");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
// 0.11 0.46
hand = dd.GetIndexes("7c 8c Qd Th As");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
// 0.50 0.88
hand = dd.GetIndexes("7s 8s 6h As Ts");
Assert.AreEqual(5, ca.GetAbstractCard(hand, hand.Length));
// 0.50 0.38
hand = dd.GetIndexes("7d 8d Jh 8h Ts");
Assert.AreEqual(6, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
// 0.577 0.859
hand = dd.GetIndexes("7h 8h 9h 6h Kc");
Assert.AreEqual(5, ca.GetAbstractCard(hand, hand.Length));
// 0.577187135837646 0.401744224876062
hand = dd.GetIndexes("7c 8c Jd 8h Kc");
Assert.AreEqual(6, ca.GetAbstractCard(hand, hand.Length));
// 0.582738543555089 0.344213514625024
hand = dd.GetIndexes("7d 8d As 5h 7s");
Assert.AreEqual(7, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
#endregion
#region Preflop bucket 5 (87s), flop bucket 5
// 0.128810521694117 0.951043885127019
hand = dd.GetIndexes("7s 8s 6s 5d 5s 3c");
Assert.AreEqual(3, ca.GetAbstractCard(hand, hand.Length));
// 0.123812857602944 0.945352984446005
hand = dd.GetIndexes("7d 8d 5d 6d 6h 3h");
Assert.AreEqual(3, ca.GetAbstractCard(hand, hand.Length));
// 0.12485890128187 0.867666738688815
hand = dd.GetIndexes("7d 8d 9d 5d 2s 9h");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
// 0.12416155385214 0.778243250977976
hand = dd.GetIndexes("7d 8d 9c 3d Jd Jc");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
#endregion
#region Preflop bucket 5 (87s), flop bucket 6
// 0.472642274513544 0.88830932502117
hand = dd.GetIndexes("7d 8d 7s Td Jh Qd");
Assert.AreEqual(6, ca.GetAbstractCard(hand, hand.Length));
// 0.470875730450598 0.598779490375814
hand = dd.GetIndexes("7s 8s Qh 8c Kd Qd");
Assert.AreEqual(4, ca.GetAbstractCard(hand, hand.Length));
// 0.473583403574426 0.456663796438368
hand = dd.GetIndexes("7c 8c Kd Ts 8s 2c");
Assert.AreEqual(5, ca.GetAbstractCard(hand, hand.Length));
#endregion
#region Preflop bucket 5 (87s), flop bucket 5, turn bucket 3
// 0 0
hand = dd.GetIndexes("7d 8d 5d 6d 2c 6c 3c");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
// 0.0370182536334441 0
hand = dd.GetIndexes("7c 8c 4c 6s 6c 9s 3h");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
// 0.0491886423862399 0
hand = dd.GetIndexes("7c 8c 6c 5s 2c 5d Qd");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
// 0.103955376812209 0
hand = dd.GetIndexes("7c 8c 4c 6s 6c 9d As");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
// 0.122210952460597 0
hand = dd.GetIndexes("7c 8c 4c 9c Jh 5d Qh");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
// 0.615618648734274 0
hand = dd.GetIndexes("7c 8c 6c 9c 4s Kd 7d");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.806288057566463 0
hand = dd.GetIndexes("7h 8h 4h Th 6s Tc 8c");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.946247475857973 0
hand = dd.GetIndexes("7h 8h 4h Th 6s 3d 6h");
Assert.AreEqual(3, ca.GetAbstractCard(hand, hand.Length));
// 1 0
hand = dd.GetIndexes("7d 8d 5d 6d 2c Jc 4d");
Assert.AreEqual(3, ca.GetAbstractCard(hand, hand.Length));
#endregion
}
public void Test_SDPlus1_Normalized()
{
Props parameters = XmlSerializerExt.Deserialize <Props>(Path.Combine(_testResDir, "ca-hssd-km.xml"));
parameters.Set("SdKind", "SdPlus1");
parameters.Set("NormalizeHandValues", "true");
HsSdKMeansAdaptiveCa ca = CalculateCa(parameters, new int[] { 0, 5000, 5000, 200 }, 1);
VerifyPreflopPockets(ca);
DeckDescriptor dd = StdDeck.Descriptor;
int[] hand;
// In comments there are normalized values.
#region Preflop bucket 3 (87s)
//------------------------------------------------------------
// 0.124870985344431 0.63508321643425
hand = dd.GetIndexes("7h 8h 3h 3d 5d");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
// 0.125807666466134 0.516141338712588
hand = dd.GetIndexes("7d 8d Jh 5s Kc");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.124111506282763 0.417079457241485
hand = dd.GetIndexes("7c 8c Qd 9h As");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
//------------------------------------------------------------
#endregion
#region Preflop bucket 5 (87s), flop bucket 2
// 0.135108591362915 0.296108827079204
hand = dd.GetIndexes("7c 8c As Jh 5h Ah");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.135741421452917 0.202453184066334
hand = dd.GetIndexes("7c 8c Qs 3c As Td");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
// 0.371952468197259 0.700541397123714
hand = dd.GetIndexes("7h 8h Ah Ad 9c Td");
Assert.AreEqual(6, ca.GetAbstractCard(hand, hand.Length));
// 0.368155487657242 0.848327075079798
hand = dd.GetIndexes("7s 8s Kd 6c 6s 2s");
Assert.AreEqual(5, ca.GetAbstractCard(hand, hand.Length));
#endregion
#region Preflop bucket 5 (87s), flop bucket 2, turn bucket 5
// 0.617032410239351 0
hand = dd.GetIndexes("7c 8c Kd As 3c 4c 7d");
Assert.AreEqual(2, ca.GetAbstractCard(hand, hand.Length));
// 0.0250783709388574 0
hand = dd.GetIndexes("7c 8c Ah Kd 5c 2c 6h");
Assert.AreEqual(0, ca.GetAbstractCard(hand, hand.Length));
// 0.100313477974807 0
hand = dd.GetIndexes("7c 8c 4s Ah Ts 6d Ad");
Assert.AreEqual(1, ca.GetAbstractCard(hand, hand.Length));
#endregion
}
