?? kr-vs-kp.arff
字號:
% 1. Title: Chess End-Game -- King+Rook versus King+Pawn on a7% (usually abbreviated KRKPA7). The pawn on a7 means it is one square% away from queening. It is the King+Rook's side (white) to move.% % 2. Sources:% (a) Database originally generated and described by Alen Shapiro.% (b) Donor/Coder: Rob Holte (holte@uottawa.bitnet). The database% was supplied to Holte by Peter Clark of the Turing Institute% in Glasgow (pete@turing.ac.uk).% (c) Date: 1 August 1989% % 3. Past Usage:% - Alen D. Shapiro (1983,1987), "Structured Induction in Expert Systems",% Addison-Wesley. This book is based on Shapiro's Ph.D. thesis (1983)% at the University of Edinburgh entitled "The Role of Structured% Induction in Expert Systems".% - Stephen Muggleton (1987), "Structuring Knowledge by Asking Questions",% pp.218-229 in "Progress in Machine Learning", edited by I. Bratko% and Nada Lavrac, Sigma Press, Wilmslow, England SK9 5BB.% - Robert C. Holte, Liane Acker, and Bruce W. Porter (1989),% "Concept Learning and the Problem of Small Disjuncts",% Proceedings of IJCAI. Also available as technical report AI89-106,% Computer Sciences Department, University of Texas at Austin,% Austin, Texas 78712.% % 4. Relevant Information:% The dataset format is described below. Note: the format of this% database was modified on 2/26/90 to conform with the format of all% the other databases in the UCI repository of machine learning databases.% % 5. Number of Instances: 3196 total% % 6. Number of Attributes: 36% % 7. Attribute Summaries:% Classes (2): -- White-can-win ("won") and White-cannot-win ("nowin").% I believe that White is deemed to be unable to win if the Black pawn% can safely advance.% Attributes: see Shapiro's book.% % 8. Missing Attributes: -- none% % 9. Class Distribution:% In 1669 of the positions (52%), White can win.% In 1527 of the positions (48%), White cannot win.% % The format for instances in this database is a sequence of 37 attribute values.% Each instance is a board-descriptions for this chess endgame. The first% 36 attributes describe the board. The last (37th) attribute is the% classification: "win" or "nowin". There are 0 missing values.% A typical board-description is% % f,f,f,f,f,f,f,f,f,f,f,f,l,f,n,f,f,t,f,f,f,f,f,f,f,t,f,f,f,f,f,f,f,t,t,n,won% % The names of the features do not appear in the board-descriptions.% Instead, each feature correponds to a particular position in the% feature-value list. For example, the head of this list is the value% for the feature "bkblk". The following is the list of features, in% the order in which their values appear in the feature-value list:% % [bkblk,bknwy,bkon8,bkona,bkspr,bkxbq,bkxcr,bkxwp,blxwp,bxqsq,cntxt,dsopp,dwipd,% hdchk,katri,mulch,qxmsq,r2ar8,reskd,reskr,rimmx,rkxwp,rxmsq,simpl,skach,skewr,% skrxp,spcop,stlmt,thrsk,wkcti,wkna8,wknck,wkovl,wkpos,wtoeg]% % In the file, there is one instance (board position) per line.% % % Num Instances: 3196% Num Attributes: 37% Num Continuous: 0 (Int 0 / Real 0)% Num Discrete: 37% Missing values: 0 / 0.0%%% name type enum ints real missing distinct (1)% 1 'bkblk' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 2 'bknwy' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 3 'bkon8' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 4 'bkona' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 5 'bkspr' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 6 'bkxbq' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 7 'bkxcr' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 8 'bkxwp' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 9 'blxwp' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 10 'bxqsq' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 11 'cntxt' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 12 'dsopp' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 13 'dwipd' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 14 'hdchk' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 15 'katri' Enum 100% 0% 0% 0 / 0% 3 / 0% 0% % 16 'mulch' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 17 'qxmsq' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 18 'r2ar8' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 19 'reskd' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 20 'reskr' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 21 'rimmx' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 22 'rkxwp' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 23 'rxmsq' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 24 'simpl' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 25 'skach' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 26 'skewr' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 27 'skrxp' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 28 'spcop' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 29 'stlmt' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 30 'thrsk' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 31 'wkcti' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 32 'wkna8' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 33 'wknck' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% % 34 'wkovl' Enum 100% 0% 0% 0 / 0% 2 / 0% 0%
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