About the Dataset

The dataset contains legal positions in the game of Connect - 4.

x is the first player; o the second.

Attribute Information:

(x=player x has taken, o=player o has taken, b=blank)

The board is numbered like:

6 . . . . . . .

5 . . . . . . .

4 . . . . . . .

3 . . . . . . .

2 . . . . . . .

1 . . . . . . .

a b c d e f g

1. a1: {x,o,b}

2. a2: {x,o,b}

3. a3: {x,o,b}

4. a4: {x,o,b}

5. a5: {x,o,b}

6. a6: {x,o,b}

7. b1: {x,o,b}

8. b2: {x,o,b}

9. b3: {x,o,b}

10. b4: {x,o,b}

11. b5: {x,o,b}

12. b6: {x,o,b}

13. c1: {x,o,b}

14. c2: {x,o,b}

15. c3: {x,o,b}

16. c4: {x,o,b}

17. c5: {x,o,b}

18. c6: {x,o,b}

19. d1: {x,o,b}

20. d2: {x,o,b}

21. d3: {x,o,b}

22. d4: {x,o,b}

23. d5: {x,o,b}

24. d6: {x,o,b}

25. e1: {x,o,b}

26. e2: {x,o,b}

27. e3: {x,o,b}

28. e4: {x,o,b}

29. e5: {x,o,b}

30. e6: {x,o,b}

31. f1: {x,o,b}

32. f2: {x,o,b}

33. f3: {x,o,b}

34. f4: {x,o,b}

35. f5: {x,o,b}

36. f6: {x,o,b}

37. g1: {x,o,b}

38. g2: {x,o,b}

39. g3: {x,o,b}

40. g4: {x,o,b}

41. g5: {x,o,b}

42. g6: {x,o,b}

43. Class: {win,loss,draw}

Saving Prediction File & Sample Submission

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548

Sample submission: You should submit a CSV file with a header row and the sample submission can be found below:

prediction

win

loss

draw

loss

loss

win

.

.

.

.

Etc.

Note that the header name should be ‘prediction’ else it will throw an evaluation error.

Acknowledgement

The dataset is sourced from UCI Machine Learning Repository.

Original owner of the dataset:

John Tromp (tromp '@' cwi.nl)

Data Sprint #27: Connect - 4

Challenge Starts

Registration Ends

Challenge Ends