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KEEL-dataset - data set description
dataset/images/poker.jpg



This section describes main characteristics of the poker data set and its attributes:

General information

Poker Hand data set
TypeClassificationOriginReal world
Features 10(Real / Integer / Nominal)(0 / 10 / 0)
Instances1025010 Classes10
Missing values?No

Attribute description

AttributeDomain
S1[1,4]
C1[1,13]
S2[1,4]
C2[1,13]
S3[1,4]
C3[1,13]
S4[1,4]
C4[1,13]
S5[1,4]
C5[1,13]
Class{0,1,2,3,4,5,6,7,8,9}

Additional information

Each record of this data set is an example of a hand consisting of five playing cards drawn from a standard deck of 52. Each card is described using two attributes (suit and rank), for a total of 10 nominal attributes. The class attribute describes the Poker Hand obtained:

0: Nothing in hand; not a recognized poker hand
1: One pair; one pair of equal ranks within five cards
2: Two pairs; two pairs of equal ranks within five cards
3: Three of a kind; three equal ranks within five cards
4: Straight; five cards, sequentially ranked with no gaps
5: Flush; five cards with the same suit
6: Full house; pair + different rank three of a kind
7: Four of a kind; four equal ranks within five cards
8: Straight flush; straight + flush
9: Royal flush; {Ace, King, Queen, Jack, Ten} + flush

Attribute information:

1) S1 "Suit of card #1": Ordinal (1-4) representing {Hearts, Spades, Diamonds, Clubs}
2) C1 "Rank of card #1": Numerical (1-13) representing (Ace, 2, 3, ... , Queen, King)
3) S2 "Suit of card #2": Ordinal (1-4) representing {Hearts, Spades, Diamonds, Clubs}
4) C2 "Rank of card #2": Numerical (1-13) representing (Ace, 2, 3, ... , Queen, King)
5) S3 "Suit of card #3": Ordinal (1-4) representing {Hearts, Spades, Diamonds, Clubs}
6) C3 "Rank of card #3": Numerical (1-13) representing (Ace, 2, 3, ... , Queen, King)
7) S4 "Suit of card #4": Ordinal (1-4) representing {Hearts, Spades, Diamonds, Clubs}
8) C4 "Rank of card #4": Numerical (1-13) representing (Ace, 2, 3, ... , Queen, King)
9) S5 "Suit of card #5": Ordinal (1-4) representing {Hearts, Spades, Diamonds, Clubs}
10) C5 "Rank of card #5": Numerical (1-13) representing (Ace, 2, 3, ... , Queen, King)




In this section you can download some files related to the poker data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 10-folds cross validation procedure can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning Repository. The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Poker+Hand.


 
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