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letter.arff
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% 1. TITLE:
% Letter Image Recognition Data
%
% The objective is to identify each of a large number of black-and-white
% rectangular pixel displays as one of the 26 capital letters in the English
% alphabet. The character images were based on 20 different fonts and each
% letter within these 20 fonts was randomly distorted to produce a file of
% 20,000 unique stimuli. Each stimulus was converted into 16 primitive
% numerical attributes (statistical moments and edge counts) which were then
% scaled to fit into a range of integer values from 0 through 15. We
% typically train on the first 16000 items and then use the resulting model
% to predict the letter category for the remaining 4000. See the article
% cited above for more details.
%
% 2.USE IN STATLOG
% 2.1 Testing Mode
% Train and Test
%
% 2.2 Special PreProcessing
% No
%
% 3. SOURCE Information and Paste Usage
% 3.1 Source
% -- Creator: David J. Slate
% -- Odesta Corporation; 1890 Maple Ave; Suite 115; Evanston, IL 60201
% -- Donor: David J. Slate ([email protected]) (708) 491-3867
% -- Date: January, 1991
%
% 3.2 Past Usage:
% -- P. W. Frey and D. J. Slate (Machine Learning Vol 6 #2 March 91):
% "Letter Recognition Using Holland-style Adaptive Classifiers".
%
% The research for this article investigated the ability of several
% variations of Holland-style adaptive classifier systems to learn to
% correctly guess the letter categories associated with vectors of 16
% integer attributes extracted from raster scan images of the letters.
% The best accuracy obtained was a little over 80%. It would be
% interesting to see how well other methods do with the same data.
%
%
% 4. DATASET DESCRIPTION
% Number of Instances:
% 20000
% Train 15000
% Test 5000
%
% Number of Attributes:
% 16 (numeric features)
%
% NUMBER of CLASSES : 26
% capital letter (26 values from A to Z)
%
% Class Distribution:
% 789 A 766 B 736 C 805 D 768 E 775 F 773 G
% 734 H 755 I 747 J 739 K 761 L 792 M 783 N
% 753 O 803 P 783 Q 758 R 748 S 796 T 813 U
% 764 V 752 W 787 X 786 Y 734 Z
%
% Attribute Information:
%
% 1. x-box horizontal position of box (integer)
% 2. y-box vertical position of box (integer)
% 3. width width of box (integer)
% 4. high height of box (integer)
% 5. onpix total # on pixels (integer)
% 6. x-bar mean x of on pixels in box (integer)
% 7. y-bar mean y of on pixels in box (integer)
% 8. x2bar mean x variance (integer)
% 9. y2bar mean y variance (integer)
% 10. xybar mean x y correlation (integer)
% 11. x2ybr mean of x * x * y (integer)
% 12. xy2br mean of x * y * y (integer)
% 13. x-ege mean edge count left to right (integer)
% 14. xegvy correlation of x-ege with y (integer)
% 15. y-ege mean edge count bottom to top (integer)
% 16. yegvx correlation of y-ege with x (integer)
%
% Missing Attribute Values: None
%
% CONTACTS
%
%
% ================================================================================
%
% Num Instances: 20000
% Num Attributes: 17
% Num Continuous: 16 (Int 16 / Real 0)
% Num Nominal: 1
% Missing values: 0 / 0.0%
%
% name type enum ints real missing distinct (1)
% 1 'x-box' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 2 'y-box' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 3 'width' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 4 'high' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 5 'onpix' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 6 'x-bar' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 7 'y-bar' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 8 'x2bar' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 9 'y2bar' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 10 'xybar' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 11 'x2ybr' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 12 'xy2br' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 13 'x-ege' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 14 'xegvy' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 15 'y-ege' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 16 'yegvx' Int 0% 100% 0% 0 / 0% 16 / 0% 0%
% 17 'class' Enum 0% 100% 0% 0 / 0% 26 / 0% 0%
%
%
%
%
%
% Relabeled values in attribute 'class'
% From: 1 To: A
% From: 2 To: B
% From: 3 To: C
% From: 4 To: D
% From: 5 To: E
% From: 6 To: F
% From: 7 To: G
% From: 8 To: H
% From: 9 To: I
% From: 10 To: J
% From: 11 To: K
% From: 12 To: L
% From: 13 To: M
% From: 14 To: N
% From: 15 To: O
% From: 16 To: P
% From: 17 To: Q
% From: 18 To: R
% From: 19 To: S
% From: 20 To: T
% From: 21 To: U
% From: 22 To: V
% From: 23 To: W
% From: 24 To: X
% From: 25 To: Y
% From: 26 To: Z
%
@relation letter
@attribute 'x-box' integer
@attribute 'y-box' integer
@attribute 'width' integer
@attribute 'high' integer
@attribute 'onpix' integer
@attribute 'x-bar' integer
@attribute 'y-bar' integer
@attribute 'x2bar' integer
@attribute 'y2bar' integer
@attribute 'xybar' integer
@attribute 'x2ybr' integer
@attribute 'xy2br' integer
@attribute 'x-ege' integer
@attribute 'xegvy' integer
@attribute 'y-ege' integer
@attribute 'yegvx' integer
@attribute 'class' { A, B, C, D, E, F, G, H, I, J, K, L, M, N, O, P, Q, R, S, T, U, V, W, X, Y, Z}
@data
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1,3,3,2,1,7,8,2,9,11,6,8,1,8,5,7,Z
6,9,6,4,3,7,6,4,4,9,9,5,3,10,4,4,Y
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3,4,4,3,2,5,12,3,6,11,9,4,1,11,1,5,T
4,5,6,4,4,7,6,5,5,8,5,8,3,7,5,6,O
4,7,6,10,9,8,9,4,0,8,7,6,5,11,5,7,P
2,3,2,2,1,4,9,5,6,12,9,10,1,9,2,7,C
3,7,4,5,2,6,6,6,6,10,8,11,2,10,4,9,G
4,8,6,6,8,8,7,5,3,7,7,7,6,10,8,9,B
3,4,4,3,3,5,7,4,7,7,6,11,3,8,5,9,K
8,8,8,6,5,3,10,3,4,11,10,8,8,10,2,6,W
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2,2,3,3,2,8,8,6,1,5,6,9,2,9,5,10,Q
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2,4,4,3,3,7,8,4,4,9,5,8,2,6,3,10,R
5,10,7,7,5,7,9,4,6,5,8,10,6,10,1,7,U
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5,10,7,7,5,10,6,4,7,11,3,6,4,6,4,8,D
5,7,6,5,3,4,8,5,7,9,8,9,3,9,2,5,U
3,4,5,3,3,9,7,3,5,11,3,6,2,7,3,9,R
2,4,3,3,2,7,7,5,7,7,6,9,2,8,5,10,E
6,10,6,8,4,6,7,6,7,10,8,11,2,9,5,9,G
5,9,7,6,6,10,6,2,6,11,3,8,3,8,4,12,B
4,10,7,7,2,8,7,3,0,7,0,8,3,7,2,8,A
1,1,3,2,1,6,10,1,6,8,11,8,1,11,2,8,Y
2,4,4,6,4,8,11,3,3,5,8,9,2,11,5,6,Y
5,10,6,8,5,8,6,9,4,7,5,8,3,8,3,8,O
7,10,7,7,5,7,6,7,8,11,6,11,2,11,5,9,G
5,9,7,7,5,8,3,1,2,6,2,7,3,5,4,7,A
3,4,4,3,1,5,9,5,7,12,9,10,1,10,3,7,C
4,5,6,7,6,7,8,4,1,8,6,6,4,10,8,5,H
4,11,6,8,8,7,7,3,4,7,6,8,7,10,8,6,R
4,7,6,5,4,8,6,5,5,8,7,7,3,7,4,6,J
4,7,5,5,3,8,7,12,1,6,9,8,8,6,0,8,M
3,9,5,7,3,7,11,2,3,6,11,9,2,10,1,8,V
2,3,4,2,2,8,8,3,5,9,4,7,2,6,3,10,R
3,8,5,6,3,7,12,4,6,7,11,8,2,12,1,8,T
5,8,7,9,7,8,9,4,5,7,7,8,5,7,10,10,J
3,5,5,3,2,8,7,3,8,11,5,7,1,9,4,8,S
6,11,8,9,9,9,7,5,2,6,6,10,8,8,5,10,G
2,3,3,2,2,9,6,4,6,10,4,6,2,8,2,9,D
2,0,2,1,1,8,6,6,5,6,5,9,2,8,5,10,G
5,8,7,10,7,10,5,4,4,8,3,6,3,5,8,8,Z
6,11,6,8,4,5,7,10,10,7,6,6,3,8,4,8,D
1,3,3,2,1,6,3,2,2,5,2,8,1,6,1,7,A
1,0,1,0,0,7,13,1,4,7,10,8,0,8,0,8,T
2,3,3,1,1,7,7,6,5,7,6,9,2,9,4,10,G
1,3,2,1,0,6,4,1,7,8,2,10,0,7,2,9,L
6,9,8,7,8,8,4,7,3,7,6,7,8,7,6,3,W
0,1,1,2,1,7,7,1,6,7,6,8,0,8,2,8,I
6,8,9,7,10,6,8,5,3,6,5,8,13,9,5,8,M
4,9,4,4,2,11,4,4,5,12,3,8,2,7,6,12,Q
2,3,3,4,2,8,7,5,8,4,6,8,0,8,8,8,S
9,14,8,8,5,7,4,4,8,9,5,9,3,8,9,9,Q
3,6,5,4,1,8,8,4,2,6,14,8,3,10,0,8,V
5,10,5,8,6,6,8,9,5,6,5,7,2,8,5,11,R
7,9,5,13,5,7,8,5,3,11,7,7,3,9,11,6,Z
4,9,5,7,5,5,8,6,4,8,7,9,3,8,7,10,P
8,9,8,6,6,2,12,2,2,10,10,8,7,11,1,7,W
3,10,5,7,2,7,7,0,9,14,6,8,0,8,1,8,I
3,7,3,5,2,1,12,4,5,12,11,7,0,8,1,6,F
5,8,6,10,8,7,9,5,5,7,6,7,4,9,9,7,F
4,9,5,7,2,10,6,2,8,14,3,8,0,7,0,8,J
5,9,5,7,2,3,12,4,4,10,12,7,3,10,1,8,V
6,9,8,6,9,7,8,6,5,7,5,8,8,9,8,6,M
9,13,10,8,6,11,11,7,3,4,7,9,9,13,3,6,M
4,8,4,6,4,7,7,7,4,10,6,8,3,8,3,6,O
1,3,3,1,1,8,8,2,5,14,5,8,1,7,0,8,J
3,8,4,6,2,3,6,6,11,7,7,14,0,8,7,7,E
6,9,8,5,4,9,3,3,2,9,3,9,8,2,1,9,M
9,13,10,7,6,4,9,4,6,10,10,11,5,8,4,6,K
5,9,7,6,6,5,10,5,5,10,8,3,1,10,3,7,P
5,10,7,8,4,10,3,2,3,8,1,7,2,7,3,8,A
2,5,3,3,2,6,7,5,5,9,7,10,2,9,4,9,G
5,9,5,4,3,10,7,4,5,7,9,5,4,11,2,7,V
2,2,3,3,2,8,7,3,8,6,6,7,2,8,5,7,X
1,1,2,1,0,7,4,2,0,7,2,8,2,7,1,8,A
6,10,8,8,5,8,6,3,9,12,4,9,3,6,8,9,Z
4,9,5,6,5,7,6,7,6,6,8,10,2,11,9,7,S
8,9,11,7,8,10,6,2,5,9,3,6,10,8,3,9,M
4,10,4,8,4,7,8,3,12,9,6,8,0,8,7,7,Z
4,8,5,6,3,7,7,12,1,7,9,8,8,6,0,8,M
12,13,11,7,5,8,11,3,3,5,10,7,8,12,1,6,W
7,11,7,8,5,5,10,0,8,11,9,6,1,9,3,4,T
2,7,3,5,2,3,7,6,10,7,6,14,0,8,7,8,E
1,3,0,4,0,7,7,4,4,7,6,8,0,8,0,8,I
5,9,5,4,3,5,9,3,6,9,8,9,5,7,3,7,H
4,9,5,7,3,6,8,7,7,7,10,9,3,9,1,8,U
4,7,4,4,1,7,7,5,4,7,6,8,3,8,4,8,X
3,3,4,2,1,4,12,3,2,10,11,7,2,11,1,8,V
5,9,6,4,4,7,9,2,3,7,8,6,8,11,2,7,W
3,4,5,3,3,10,6,3,7,10,3,6,2,8,3,9,D
4,2,5,4,4,7,8,4,6,7,5,7,3,7,4,8,R
3,5,5,4,2,8,7,3,7,10,6,7,1,9,5,8,S
7,10,6,5,3,7,8,2,7,11,6,6,2,9,5,6,F
5,7,6,6,6,8,6,5,4,7,5,8,7,9,6,3,N
3,5,5,8,3,11,5,3,5,10,2,7,2,7,5,11,Z
3,5,4,7,2,7,7,4,14,10,6,8,0,8,8,8,Z
1,10,0,7,0,7,7,4,4,7,6,8,0,8,0,8,I
8,12,6,9,5,7,11,3,3,13,5,4,3,9,9,9,J
2,3,3,4,3,8,8,5,2,8,8,9,2,9,5,8,Q
5,10,7,8,4,5,13,5,4,13,8,3,2,10,2,5,F
2,7,2,5,1,13,2,7,5,14,2,11,0,7,0,8,J
3,7,4,5,4,8,8,7,2,7,4,6,4,6,8,8,R
4,8,5,6,3,7,8,4,8,11,7,7,2,8,5,6,S
3,5,4,4,3,7,7,6,6,7,6,8,3,8,3,8,H
4,7,6,5,7,9,6,4,4,6,6,7,7,8,6,7,B
6,9,5,4,3,10,4,4,7,11,3,10,3,7,7,11,Q
1,3,2,2,1,9,2,2,1,8,2,8,1,6,1,8,A
3,6,4,4,1,5,11,2,2,8,12,8,1,11,0,8,Y
3,8,3,6,2,5,9,10,5,8,6,5,2,9,4,8,P
2,6,3,4,2,8,12,2,8,5,11,9,1,11,1,8,T
4,6,5,4,5,7,7,4,3,6,8,10,5,11,3,8,C
5,9,5,6,2,7,8,15,0,7,5,8,3,8,0,8,H
2,5,3,4,2,6,7,6,6,10,7,11,2,9,4,9,G
4,9,6,7,4,6,9,6,5,7,7,8,6,9,2,6,N
4,8,5,6,5,8,8,3,8,7,7,7,0,8,11,8,Z
5,8,6,10,8,9,9,2,3,6,9,6,9,11,7,5,P
2,3,4,2,1,7,7,2,9,11,6,8,1,8,5,7,Z
2,1,2,1,1,4,7,5,8,7,6,13,0,8,7,9,E
2,4,4,2,2,8,7,3,5,10,4,7,2,7,3,10,R
3,5,5,3,3,7,8,2,8,11,7,9,2,9,4,8,E
3,5,5,4,3,8,7,2,7,11,5,8,2,9,5,10,E
7,9,7,11,8,7,10,4,4,7,10,11,5,11,10,9,Q
8,15,7,9,3,6,10,3,8,13,6,6,2,8,5,4,T
7,12,6,6,3,7,8,2,7,11,6,6,2,9,6,5,F
5,11,6,8,6,6,7,9,7,6,5,5,2,8,3,7,D
0,0,1,1,0,12,4,5,3,12,4,11,0,7,0,8,J
4,7,6,9,7,9,10,7,4,7,7,6,5,11,6,3,Y
4,8,5,6,4,6,8,3,6,10,7,8,2,8,5,6,S
4,10,5,8,3,7,6,9,8,6,4,7,3,8,4,8,O
5,8,7,6,8,8,10,5,3,7,7,8,7,9,4,9,O
2,7,3,5,1,7,7,3,13,9,6,8,0,8,8,8,Z
9,15,8,8,6,8,6,3,7,10,5,7,6,8,8,5,D
1,4,2,3,1,7,7,0,7,13,6,8,0,8,1,8,I
5,8,8,6,4,10,7,3,5,10,2,4,5,9,1,7,N
3,6,3,4,3,8,8,12,1,7,5,8,3,8,0,8,H
6,10,8,7,5,4,8,7,8,9,11,11,3,9,1,8,U
3,6,4,4,4,8,6,5,2,7,7,10,6,9,4,7,C
8,10,8,8,7,5,7,5,8,8,6,9,8,8,6,1,U
9,13,6,7,4,5,8,6,4,10,8,9,5,10,5,8,O
3,7,5,5,5,5,7,3,6,7,6,12,2,10,8,6,E
6,6,8,4,5,10,6,2,5,9,4,7,8,6,2,8,M
3,7,6,5,2,9,10,2,7,3,12,8,2,11,2,9,Y
3,9,4,7,3,6,8,8,7,10,7,12,2,10,4,10,C
5,9,5,5,3,6,7,4,5,9,7,5,3,10,5,4,Y
2,4,5,3,2,7,8,2,9,11,7,6,1,8,5,7,Z
1,4,2,2,1,8,7,2,5,14,6,9,1,7,0,7,J
2,4,3,2,2,8,8,3,5,10,6,6,2,8,5,9,B
2,1,3,2,1,6,8,7,7,8,7,13,1,9,4,10,C
4,10,5,8,3,8,7,6,9,4,6,8,0,8,9,8,S
3,3,4,4,1,1,15,5,3,12,9,4,0,8,2,6,F
6,10,4,5,3,6,8,6,5,9,7,9,5,10,5,8,O
6,14,5,8,3,6,10,2,6,11,7,6,2,9,5,4,T
1,1,1,1,0,4,6,6,2,7,6,10,3,8,2,10,K
3,7,4,5,5,6,8,3,5,6,7,11,4,11,8,8,E
8,14,7,8,5,10,6,3,5,10,4,6,4,8,7,10,F
5,10,5,7,4,4,11,1,2,8,10,7,3,10,1,8,V
5,9,5,4,3,12,3,3,4,10,3,8,3,9,5,12,Q
7,11,7,8,4,3,10,2,7,10,12,6,2,11,3,5,Y
3,3,4,2,1,4,10,2,7,10,10,5,2,12,3,4,Y
4,7,5,5,3,7,7,8,6,7,6,8,3,8,3,8,O
2,2,3,3,2,7,8,5,4,7,7,6,5,9,2,5,N
4,9,6,6,4,10,2,1,2,8,3,9,5,5,3,7,A
2,5,4,4,2,6,10,2,6,13,7,6,1,9,2,7,F
4,8,6,6,4,7,8,6,6,6,5,8,4,6,7,9,R
3,5,4,7,1,9,14,0,6,5,11,8,0,8,0,8,T
7,8,10,6,6,9,6,2,5,9,6,8,8,6,2,8,M
2,2,3,3,2,7,7,6,6,7,6,5,2,8,3,7,D
5,8,8,6,4,6,12,7,2,11,5,2,1,10,4,9,P
5,5,7,8,3,7,7,4,15,9,6,8,0,8,9,8,Z
6,9,5,5,3,7,7,3,5,9,7,6,3,10,4,5,Y
4,5,5,4,3,6,11,2,8,11,9,5,3,10,4,4,T
9,12,8,7,7,10,7,4,6,10,3,6,7,4,8,8,B
2,1,3,2,1,8,2,2,1,7,2,8,2,7,2,7,A
4,9,6,7,6,8,7,8,4,7,6,8,3,8,8,4,A
7,7,7,5,4,3,11,3,3,10,10,8,7,10,2,6,W
3,5,4,8,6,8,9,3,1,8,7,6,4,10,5,8,P
4,4,7,3,4,7,5,3,4,10,8,9,7,5,2,8,M
4,9,6,6,5,6,8,8,5,6,5,12,5,8,7,4,U
3,1,3,3,2,7,7,5,8,7,7,8,2,8,6,9,E
4,6,4,4,2,7,7,14,1,5,6,8,6,8,0,8,N
4,9,7,7,3,5,12,3,4,8,12,9,2,10,1,8,V
4,9,5,7,4,5,10,4,5,10,9,4,4,10,4,7,P
7,13,6,7,4,9,8,4,5,13,4,4,4,10,6,6,P
7,13,6,7,3,7,11,5,5,8,11,5,4,11,4,8,V
4,6,5,4,3,7,6,6,6,10,6,11,2,10,4,10,G
2,7,3,5,1,12,2,9,4,13,5,13,1,6,0,8,J
2,6,4,4,2,10,3,1,2,8,3,9,2,6,2,8,A
6,11,7,8,7,8,6,11,1,7,8,8,9,4,1,8,M
3,4,4,2,1,5,13,3,6,12,9,3,1,10,1,5,T
4,5,4,6,4,8,6,7,4,9,8,9,3,9,6,8,Q
5,9,7,6,4,8,9,2,6,14,5,5,2,9,3,8,F
2,11,3,8,4,8,7,0,7,7,6,8,0,8,3,7,I
6,10,8,8,5,6,9,5,7,6,9,10,6,10,1,7,U
2,5,3,8,1,12,3,10,3,13,6,13,1,6,0,8,J
3,5,6,3,2,7,8,3,7,11,8,7,1,9,4,6,S
5,11,6,8,6,6,6,6,5,6,5,8,5,7,4,10,L
3,6,2,9,2,9,8,3,3,12,4,5,2,8,5,10,J
5,10,6,8,8,8,8,5,3,8,5,7,5,9,12,8,S
2,6,4,4,2,8,12,2,2,5,10,9,2,11,0,9,V
4,10,5,8,4,6,7,6,8,5,7,12,1,7,4,9,C
4,8,5,6,4,8,7,8,6,7,7,10,3,7,4,7,O
5,7,6,8,6,9,8,6,2,4,8,10,3,9,7,10,Q
8,13,9,7,6,5,9,2,9,12,8,8,6,5,8,2,Z
2,6,2,4,2,3,6,6,10,7,7,14,0,8,7,8,E
3,2,4,4,2,6,8,8,8,9,8,12,2,10,4,9,C
6,9,9,8,8,8,8,3,5,7,7,8,5,8,4,5,A
4,8,5,6,3,6,9,6,6,5,9,10,3,9,1,8,U
7,11,10,8,6,12,7,3,5,10,0,3,7,11,2,9,N
6,9,9,7,6,10,5,3,5,9,3,6,8,6,2,9,M
4,6,5,4,6,8,10,5,4,8,5,6,4,9,8,7,S
4,3,4,4,3,7,8,5,5,7,6,6,6,9,3,6,N
2,1,2,1,2,7,7,5,6,7,6,8,2,8,5,10,E
3,7,4,5,3,5,11,5,4,11,8,4,1,10,4,7,P
1,0,2,1,0,7,9,1,2,6,12,8,1,10,0,8,Y
3,10,4,7,2,7,6,8,8,6,6,11,2,8,5,11,G
6,10,8,8,5,8,6,2,9,12,4,11,3,7,8,9,Z
2,6,3,4,2,8,6,0,7,13,6,9,0,7,2,8,I
2,1,3,2,2,7,8,4,5,6,5,7,2,6,5,8,R
3,7,4,5,3,6,8,5,10,7,7,10,2,9,8,8,Z
3,1,4,3,2,7,12,4,6,7,11,8,2,11,1,8,T
4,9,6,7,4,8,5,2,9,11,4,10,2,7,7,9,Z
4,9,6,6,2,7,6,7,9,7,5,11,1,8,5,10,G
3,6,4,4,4,7,8,4,6,8,8,6,5,9,3,7,F
2,3,4,2,2,6,7,2,6,10,8,11,3,8,2,8,K
2,4,3,3,2,6,6,5,4,8,7,10,2,8,4,10,G
4,7,5,5,2,7,6,7,9,6,5,10,1,8,6,11,G
7,8,7,6,5,4,11,3,3,9,9,7,7,11,2,6,W
1,3,2,2,1,7,7,5,8,6,6,8,2,8,6,8,Z
7,10,10,8,7,5,6,1,7,9,8,11,3,8,3,8,K
3,2,5,4,2,8,2,2,2,7,2,8,2,7,2,7,A
4,8,5,6,6,9,9,5,4,8,4,6,4,9,9,7,S
7,10,7,8,7,4,11,2,2,9,8,7,7,12,2,6,W
2,3,3,5,1,0,1,5,6,0,0,7,0,8,0,8,L
3,6,5,4,4,7,8,4,5,9,6,5,2,8,6,6,B
6,11,8,8,8,6,8,8,4,7,5,7,3,7,7,10,H
4,7,6,5,4,7,8,3,6,10,7,8,3,8,3,8,H
2,8,3,6,2,8,7,0,7,13,6,8,0,8,1,8,I
8,10,8,5,5,8,6,3,5,10,6,7,7,11,5,8,H
5,11,6,8,3,5,8,8,8,8,8,14,2,9,4,9,C
3,3,4,4,1,5,8,6,9,6,7,11,1,7,4,9,C
5,8,6,7,6,6,9,5,7,8,8,8,4,13,9,6,T
3,1,4,3,3,8,6,6,4,7,7,8,7,5,1,7,M
2,1,3,2,2,7,7,5,5,6,5,6,5,7,3,8,R
7,9,7,4,3,7,8,3,7,9,6,8,6,8,3,7,K
3,1,5,3,3,7,11,2,2,7,9,8,7,11,0,8,W
4,5,4,4,2,6,11,2,7,11,9,4,1,11,2,4,T
6,8,6,6,4,4,13,5,5,11,9,4,2,12,1,5,T
3,8,4,6,2,7,7,0,6,13,6,8,0,8,1,8,I
3,6,3,4,1,1,0,6,6,0,1,5,0,8,0,8,L
4,9,5,7,5,8,6,7,7,6,6,6,2,8,7,10,B
6,11,7,8,5,7,7,1,7,7,6,8,0,8,4,8,I
5,9,5,4,2,7,7,3,6,9,8,9,6,11,3,7,K
4,3,5,2,2,5,8,5,7,10,10,9,3,9,2,6,U
4,6,4,4,2,2,12,3,3,11,11,8,2,11,1,8,V
1,0,2,1,1,8,7,6,3,6,6,9,2,8,3,8,Q
4,4,5,6,3,7,5,7,8,6,5,8,2,8,6,11,G
4,4,6,6,2,8,7,8,8,7,6,9,3,8,4,8,O
2,3,3,2,1,7,8,2,9,11,6,8,1,8,5,7,Z
3,4,5,6,2,7,5,7,8,6,5,11,1,8,6,11,G
3,6,5,4,2,7,10,2,7,6,12,9,2,11,2,8,Y
5,10,7,7,8,8,5,8,4,8,6,8,3,9,8,3,A
2,3,4,1,2,8,6,3,4,9,6,7,6,5,1,7,M
9,11,7,6,4,8,7,5,5,10,3,8,6,6,6,11,R
4,8,5,6,5,8,8,6,7,7,6,6,2,8,7,10,B
4,8,6,6,4,7,10,2,3,7,9,8,8,11,1,8,W
4,11,4,8,5,3,9,5,10,7,6,14,0,8,6,8,E
4,6,4,4,2,3,12,5,4,11,12,7,3,10,1,8,V
0,0,1,0,0,3,11,4,2,11,8,6,0,8,2,8,F
3,6,4,4,2,7,7,7,4,9,6,8,3,8,3,8,O
4,5,5,4,4,8,4,4,4,9,4,10,3,6,6,6,O
5,11,8,8,13,8,5,6,3,7,6,8,14,10,4,9,W
3,3,5,1,2,9,6,3,5,10,4,8,3,8,2,9,H
2,3,2,1,1,7,7,5,5,7,6,9,2,9,4,9,G
3,10,4,7,1,0,1,5,6,0,0,7,0,8,0,8,L
5,10,7,8,6,6,6,6,4,7,6,9,5,8,7,10,P
3,2,3,3,2,8,8,7,5,8,5,7,2,8,8,8,S
3,7,5,5,5,8,8,7,4,6,6,8,2,8,6,5,A
5,9,6,6,5,5,8,9,7,7,7,6,2,8,3,8,D
4,8,6,6,4,6,8,7,7,11,7,5,3,8,4,8,D
3,6,5,4,2,7,9,1,6,14,5,6,0,7,0,7,J
4,8,5,7,4,6,7,4,6,7,6,8,3,9,8,10,L
13,15,13,8,7,3,8,6,6,4,2,13,9,11,2,8,M
5,10,8,8,8,8,11,2,3,6,8,8,8,10,1,8,W
5,8,7,6,3,5,8,5,1,7,8,8,8,9,0,8,W
5,11,6,8,8,7,8,4,5,6,7,9,7,7,8,7,T
5,10,8,7,4,8,10,1,8,5,12,8,1,11,2,8,Y
1,0,2,0,0,7,8,3,0,7,8,8,5,9,0,8,W
5,11,6,8,7,8,7,5,5,10,5,5,3,8,3,8,D
5,9,7,7,6,9,6,2,7,11,4,9,3,8,5,11,E
2,1,3,2,2,5,7,4,7,7,6,11,3,8,4,9,K
4,7,5,5,3,7,7,8,5,8,7,10,3,8,3,7,O
5,10,7,7,9,8,8,3,4,6,6,9,10,10,7,7,K
5,8,6,7,6,7,4,5,4,7,4,9,5,4,7,6,Q
2,0,2,1,1,8,6,6,5,6,5,9,1,8,5,10,G
6,10,6,5,4,9,6,4,6,10,5,8,3,8,9,9,Q
6,8,6,6,4,4,9,1,8,10,10,6,0,10,3,4,Y
2,1,2,2,1,7,8,7,6,8,7,11,2,9,3,10,C
6,10,8,8,7,9,6,2,7,11,4,9,5,7,6,11,E
2,3,3,2,1,8,6,3,6,14,6,10,0,7,0,8,J
3,5,6,4,3,5,7,2,8,11,9,11,4,7,4,7,K
6,10,8,8,11,7,6,4,5,7,7,8,11,9,7,10,U
2,2,3,3,2,8,7,5,5,6,6,5,2,8,7,9,B
5,11,8,8,5,6,7,2,7,10,7,10,4,8,4,8,K
2,2,3,4,2,6,8,7,7,8,8,13,1,9,4,10,C
8,11,11,8,7,4,11,3,4,10,10,8,6,8,1,7,N
4,7,4,5,3,6,11,5,5,11,8,4,3,12,2,4,T
4,6,4,4,2,7,7,14,2,5,6,8,6,8,0,8,N
5,6,5,4,4,5,11,3,2,9,8,7,6,12,2,7,W
6,9,5,4,3,11,3,4,5,11,3,10,3,8,5,13,Q
9,14,7,8,5,6,8,5,7,10,6,8,6,6,7,9,B
2,1,2,2,1,8,11,3,5,7,10,7,2,11,1,7,T
2,3,3,1,1,7,9,2,5,13,6,5,1,9,2,8,F
6,13,5,7,3,8,7,3,7,11,5,7,2,9,5,6,T
4,9,6,7,5,8,2,3,1,7,2,8,5,8,6,7,A
5,9,7,6,4,7,8,6,6,7,7,6,6,10,2,5,N
5,11,7,8,4,8,9,6,10,5,6,6,0,8,9,7,S
4,9,6,7,3,6,3,1,9,8,2,11,0,7,2,8,L
4,7,6,5,5,10,6,2,5,10,4,7,3,7,5,11,B
6,11,6,8,4,6,10,1,10,11,9,5,2,8,4,4,T
2,3,4,2,2,9,7,4,6,10,4,6,2,8,3,8,D
4,9,4,4,2,8,5,4,7,8,6,8,3,9,8,11,Q
4,9,6,7,4,6,10,5,6,10,8,3,1,10,4,7,P
3,4,5,3,3,5,9,3,5,10,8,8,3,9,3,7,H
6,11,8,8,8,9,7,3,6,9,4,6,3,8,5,9,B
3,5,4,3,2,7,9,6,7,7,9,9,3,9,1,8,U
4,5,6,4,5,7,8,3,5,7,8,9,7,10,3,7,A
4,10,5,7,2,3,8,8,2,7,5,11,3,8,3,10,K
4,6,6,4,4,9,8,3,5,7,7,7,4,11,6,7,X
5,10,6,8,6,7,7,6,6,7,6,8,6,7,3,8,N
5,7,7,11,10,10,9,4,2,5,8,9,4,11,10,12,Y
3,8,6,5,1,10,10,3,2,5,13,8,2,11,0,8,Y
7,11,7,8,4,3,10,2,7,10,12,6,1,11,2,5,Y
3,8,6,6,3,11,2,2,3,9,2,9,3,5,3,8,A
4,5,4,8,3,7,8,15,1,7,5,8,3,8,0,8,H
6,8,8,6,4,4,10,4,4,11,11,10,5,8,1,7,N
4,9,5,6,2,7,6,15,1,7,7,8,3,8,0,8,H
0,3,0,4,0,7,7,4,4,7,6,8,0,8,0,8,I
6,9,6,5,3,8,6,5,6,10,4,6,4,7,6,10,D
3,1,4,2,2,8,7,3,9,6,6,8,3,8,6,8,X
6,10,9,7,7,4,11,2,2,8,9,9,7,12,1,8,W
3,8,5,6,1,8,8,4,3,6,14,8,3,10,0,8,V
5,10,5,8,4,7,7,8,5,10,7,7,3,8,4,8,O
3,9,4,7,4,8,7,7,5,7,6,7,2,8,8,8,S
2,8,4,5,1,9,15,1,6,5,11,9,0,8,0,8,T
2,3,3,2,2,5,7,4,7,7,6,11,3,8,4,10,K
5,5,5,8,3,7,7,15,2,4,6,8,6,8,0,8,N
5,9,5,4,3,5,8,2,8,11,9,9,3,9,5,5,Z
5,7,7,5,3,7,9,2,7,14,5,5,2,8,3,8,F
5,6,7,7,6,7,9,4,5,8,6,8,4,10,7,6,F
5,8,8,6,5,9,11,2,3,5,9,7,10,13,1,6,W
3,2,4,4,3,8,7,7,5,7,6,7,2,8,9,8,S
8,10,6,6,4,6,8,5,5,9,6,9,7,5,7,11,R
3,5,5,4,2,4,12,3,3,9,11,8,2,11,0,8,V
4,11,4,8,2,3,7,8,2,6,5,11,4,8,2,11,K
3,9,4,7,3,7,4,2,8,7,1,8,1,6,2,7,L
2,3,3,2,1,5,12,2,2,8,10,7,2,11,0,8,V
5,7,7,8,6,8,9,4,5,7,6,7,3,8,9,8,J
5,9,7,7,8,10,6,2,4,9,5,6,6,9,5,7,F
1,3,2,2,1,7,8,1,7,13,6,7,0,8,1,7,I
3,2,4,3,3,7,7,5,7,7,5,9,2,8,6,10,E
2,7,3,4,2,4,12,8,2,10,6,4,1,10,3,8,P
4,7,4,5,4,5,10,7,3,7,4,9,2,7,5,11,R
7,13,5,7,3,7,10,6,4,9,9,4,5,12,3,8,V
2,7,3,4,2,7,6,14,2,7,8,8,3,8,0,8,H
4,11,4,8,3,3,7,6,11,7,6,15,0,8,7,7,E
3,8,5,6,3,5,8,2,8,10,10,9,3,9,3,6,X
4,9,4,7,4,7,8,7,4,9,7,8,3,8,3,7,O
2,1,2,2,1,7,8,6,4,7,6,7,4,8,1,7,N
5,8,5,6,3,5,7,5,6,11,8,13,2,9,4,8,C
5,10,6,8,4,7,7,4,4,7,6,7,3,8,4,8,X
3,6,4,4,3,7,7,6,5,7,7,6,3,8,3,7,D
6,10,8,8,7,6,7,7,7,7,9,9,4,10,6,8,T
7,13,5,7,3,9,7,7,5,9,4,8,5,9,5,9,O
3,9,5,7,4,4,11,6,5,11,10,5,2,10,3,5,F
5,9,6,6,4,5,7,3,7,7,6,12,0,8,4,9,I
2,4,4,3,2,7,8,2,9,12,7,7,1,8,5,6,Z
3,5,4,4,3,8,7,6,6,6,5,6,2,8,6,10,B
4,6,5,4,2,6,8,4,8,11,5,7,2,6,5,8,S
5,6,8,4,5,7,6,2,5,9,7,8,8,6,2,8,M
8,15,7,8,5,6,7,4,7,9,6,7,5,9,7,5,D
1,0,2,1,0,2,1,6,4,0,2,5,0,8,0,8,L
4,4,6,3,3,10,6,3,4,9,4,7,7,6,2,8,M
5,9,6,6,4,6,7,6,9,5,6,12,1,7,4,9,C
4,4,5,6,5,9,10,2,3,7,9,5,4,10,5,5,P
5,8,7,6,4,4,9,3,9,11,9,10,2,8,4,5,E
2,3,3,5,3,8,7,7,3,6,6,9,3,8,5,10,Q
2,3,3,2,2,7,7,5,5,9,7,10,2,8,4,9,G
2,3,3,4,3,8,9,6,1,5,8,10,3,9,5,10,Q
2,1,3,3,2,7,7,5,7,7,6,9,2,8,5,10,E
8,10,8,7,6,4,8,5,8,9,8,10,6,8,4,3,U
2,3,3,2,1,8,2,2,1,6,2,8,2,7,2,7,A
6,11,7,8,5,5,7,6,6,9,8,10,2,8,5,9,G
4,6,5,4,3,8,7,8,6,7,4,5,3,7,3,7,N
1,1,2,2,1,10,6,3,5,12,4,10,1,7,1,7,J
3,8,4,6,2,7,9,4,2,7,12,8,2,10,0,8,V
4,9,4,6,2,7,7,14,2,5,6,8,6,8,0,8,N
5,9,8,8,7,8,6,2,3,8,3,8,6,5,8,12,K
2,7,3,5,3,8,7,7,6,7,8,9,2,10,8,8,S
3,4,5,3,2,8,9,2,7,13,5,5,2,9,3,8,F
2,3,3,2,2,5,9,4,4,9,7,4,1,10,3,7,P
3,6,5,4,2,10,3,2,2,8,3,10,2,6,2,7,A
3,5,5,3,2,6,10,2,6,13,7,5,1,10,2,7,F
5,9,6,10,6,8,8,4,6,6,7,7,3,9,9,8,J
4,7,5,8,5,8,8,4,5,7,6,8,3,8,9,8,J
7,12,7,7,4,1,9,2,3,9,11,9,8,10,1,6,W
5,9,5,5,3,5,8,4,6,9,6,6,4,10,6,5,D
5,9,4,4,2,9,7,5,4,9,4,8,4,9,5,8,O
7,11,7,6,4,10,4,5,6,12,3,9,5,6,5,10,D
2,1,2,2,2,6,8,4,5,6,5,7,2,7,4,9,R
1,0,2,0,0,7,9,3,1,7,13,8,1,11,0,8,Y
1,1,2,1,0,7,10,2,2,7,12,8,1,11,0,8,Y
4,7,5,5,2,7,10,3,5,14,5,3,0,10,3,8,P
3,1,4,2,2,6,9,5,6,7,9,9,3,9,1,8,U
7,8,7,10,6,7,8,6,4,8,9,10,4,8,8,8,Q
4,4,5,3,2,5,12,2,3,9,11,7,4,11,1,7,V
3,9,4,6,3,7,7,6,11,6,6,8,1,8,8,8,Z
4,7,5,5,2,4,8,5,6,11,11,10,3,9,1,7,U
3,5,6,4,3,7,7,2,7,10,5,9,6,8,5,8,K
3,5,4,4,2,6,7,5,5,9,7,10,2,9,4,10,G
3,8,4,6,3,7,8,3,11,8,6,8,0,8,7,7,Z
4,6,6,4,4,9,7,4,6,10,4,5,3,8,3,8,D
9,12,12,7,5,10,2,3,2,10,2,9,8,1,1,8,M
5,11,8,8,7,10,8,5,1,6,10,7,9,13,1,5,W
3,2,5,3,4,8,6,6,4,7,7,9,9,5,2,8,M
3,8,5,6,4,7,7,3,8,5,6,10,3,7,6,8,X
3,7,5,5,4,5,10,4,4,10,8,4,1,10,3,7,P
3,5,3,4,3,7,7,5,7,7,6,9,2,8,5,10,E
5,10,6,7,7,7,5,6,3,7,6,11,4,8,7,7,G
4,9,5,8,5,6,8,4,6,7,6,9,3,9,9,10,L
1,1,1,1,0,3,12,4,3,11,9,6,0,8,2,7,F
1,0,1,0,0,6,7,7,5,7,6,6,2,8,3,8,D
4,8,5,6,4,8,7,5,6,8,5,8,3,6,6,11,R
1,0,1,0,0,8,7,4,6,5,6,8,0,8,7,8,S
3,7,4,5,3,5,10,4,5,10,10,6,2,10,3,6,F
2,7,4,4,1,10,15,1,5,4,11,9,0,8,0,8,T
3,6,5,4,2,8,2,2,2,7,1,8,2,6,3,7,A
4,8,6,6,3,7,8,3,4,10,6,7,5,8,1,7,N
4,8,4,5,2,7,5,15,1,7,8,8,3,8,0,8,H
3,2,4,4,3,7,7,5,8,7,5,9,2,8,6,10,E
4,5,7,3,4,9,6,3,5,9,4,7,9,7,2,8,M
3,7,5,5,6,7,6,4,3,6,5,10,6,8,6,10,G
2,3,3,1,2,9,6,3,6,10,4,6,2,8,2,9,D
6,11,8,9,8,7,7,8,4,8,5,8,4,8,10,1,A
2,1,3,1,0,7,10,3,1,7,12,8,1,11,0,8,Y
7,10,9,8,7,7,7,8,6,7,5,6,4,8,4,8,N
6,11,8,8,8,8,6,8,5,7,6,9,6,8,5,6,U
2,7,4,5,2,5,11,3,6,11,9,5,0,9,3,6,P
2,10,4,7,1,7,14,0,6,7,11,8,0,8,0,8,T
5,9,6,6,5,7,6,3,5,6,6,9,3,7,10,9,X
5,10,6,7,2,7,7,5,4,7,6,8,3,8,4,8,X
5,11,7,8,5,7,9,1,6,13,6,5,1,10,2,8,F
3,7,5,5,1,7,8,4,3,7,13,8,3,9,0,8,V
3,8,5,7,4,8,7,7,5,6,6,9,3,8,4,10,Q
6,9,8,8,7,7,7,5,4,5,7,8,7,7,2,6,U
3,4,4,3,1,4,8,5,7,11,9,12,1,9,2,7,C
5,9,4,4,2,5,11,3,4,12,7,4,1,8,5,4,F
2,4,4,3,2,10,7,1,8,10,3,7,2,7,3,8,X
4,5,6,6,6,6,9,4,2,8,7,6,6,10,4,6,P
4,3,6,4,2,4,8,5,1,7,9,8,8,10,0,8,W
2,2,3,3,2,8,7,7,4,7,6,8,2,8,3,8,O
2,4,3,3,2,8,7,3,5,9,6,6,2,8,5,9,B
1,5,0,8,0,7,7,4,4,7,6,8,0,8,0,8,I
4,7,6,5,6,6,6,4,4,8,6,11,6,9,3,9,C
11,11,11,6,5,4,9,5,6,4,2,12,9,11,2,8,M
7,10,9,8,7,6,7,7,8,7,8,9,4,10,7,7,T
5,8,7,12,12,9,7,4,1,6,8,9,6,12,8,9,Y
4,8,6,6,8,9,6,2,2,8,4,8,7,7,2,5,M
5,7,5,5,3,6,11,3,6,11,9,5,3,11,3,4,T
4,6,6,6,5,6,7,2,5,7,7,9,3,9,8,8,X
3,9,5,6,3,9,3,2,3,7,1,8,2,6,2,7,A
5,8,7,7,6,5,8,4,9,8,7,9,3,9,7,6,T
4,8,5,6,3,6,7,6,6,10,8,10,2,9,4,9,G
7,9,6,4,5,9,7,3,5,9,4,7,7,5,7,8,B
3,10,4,8,3,5,7,6,7,7,6,13,1,8,4,10,C
7,9,6,5,4,7,7,5,5,9,4,9,6,5,7,11,R
1,1,1,3,1,7,7,1,6,7,6,8,0,8,2,8,I
2,6,3,4,2,7,8,8,7,10,6,11,2,11,4,9,C
3,7,5,5,4,9,6,7,5,7,6,8,3,8,4,5,U
3,8,4,6,2,7,7,14,2,5,6,8,5,8,0,8,N
4,4,6,3,3,6,7,1,8,10,8,8,2,8,3,7,X
9,13,8,8,5,8,5,4,6,6,7,6,6,8,4,6,U
4,6,5,4,3,6,8,6,8,7,10,9,3,9,1,8,U
5,5,5,7,2,1,15,5,3,12,9,4,0,8,3,6,F
7,11,5,6,2,7,7,7,7,12,6,9,2,9,5,9,C
2,4,3,2,1,6,8,7,8,8,8,13,1,9,4,10,C
2,1,2,1,0,7,10,2,2,7,12,8,1,11,0,8,Y
3,5,4,4,3,8,7,7,4,9,6,8,3,8,3,8,O
4,2,5,4,2,6,8,5,8,6,9,9,3,9,1,7,U
3,4,4,3,2,7,7,6,4,9,6,8,2,8,2,8,O
1,3,2,2,1,7,8,1,7,13,6,8,0,8,1,7,I
5,9,6,6,5,6,7,7,7,8,9,8,3,9,6,9,T
3,1,4,3,3,8,6,6,4,7,7,8,7,6,2,7,M
3,2,5,3,1,6,12,3,4,8,11,8,2,10,1,8,V
4,7,4,5,2,7,7,14,2,4,6,8,6,8,0,8,N
7,11,9,8,5,6,12,3,6,14,6,2,0,10,3,9,P
4,8,5,6,2,8,6,8,7,7,5,8,3,8,4,8,O
8,9,11,8,12,7,9,4,4,7,5,8,12,6,6,7,M
5,9,6,6,5,9,7,4,5,10,5,6,3,8,3,8,D
2,1,2,1,0,8,15,1,4,6,10,8,0,8,0,8,T
5,10,7,8,5,7,6,9,4,7,5,9,3,9,4,6,O
3,5,6,4,2,7,11,1,7,7,11,8,2,11,2,8,Y
4,10,5,7,5,8,7,6,7,6,6,6,2,8,7,10,B
7,13,7,8,4,6,7,3,6,9,9,10,6,10,3,7,K
0,4,0,6,0,7,7,4,4,7,6,8,0,8,0,8,I
4,6,5,8,5,7,10,4,3,6,9,11,3,8,6,8,Q
3,8,5,5,1,6,6,3,1,6,0,8,2,6,1,7,A
3,11,4,8,2,7,7,4,14,10,6,8,0,8,8,8,Z
3,4,4,6,1,11,2,10,3,13,8,14,1,6,0,8,J
7,9,10,7,7,7,7,1,6,10,5,9,3,8,4,9,K
2,7,3,5,3,6,8,5,10,7,6,10,1,9,8,7,Z
5,8,7,6,6,9,6,4,6,10,5,7,2,8,5,10,B
8,13,6,10,5,11,5,2,5,12,4,8,2,9,6,13,J
1,0,2,0,0,7,7,2,10,8,6,8,0,8,6,8,Z
5,9,8,7,5,4,8,1,8,10,11,10,3,9,3,5,X
2,7,2,5,1,11,3,10,3,12,7,13,1,6,0,8,J
5,10,5,5,3,5,8,3,6,9,8,9,5,7,3,8,K
0,0,0,0,0,7,7,4,4,7,6,8,0,8,0,8,I
2,3,2,2,1,4,11,3,6,11,10,4,1,11,2,5,Y
5,8,6,7,5,6,6,5,5,8,5,7,3,6,5,7,O
6,11,6,6,3,6,10,2,7,12,7,6,2,9,5,4,T
2,4,4,3,2,8,7,3,4,9,4,6,3,7,3,9,R
5,11,8,8,4,8,2,2,3,6,2,7,5,7,6,8,A
6,10,5,7,3,6,11,1,9,11,9,4,0,10,3,4,T
2,6,3,4,1,13,2,8,4,14,4,12,0,7,0,8,J
3,7,4,5,3,7,8,7,5,10,8,7,3,8,3,8,O
4,5,4,7,2,1,12,5,6,12,11,8,0,8,2,5,F
4,9,6,6,2,9,5,3,1,8,1,8,2,7,2,8,A
4,7,6,5,6,9,6,4,6,10,5,7,2,8,5,10,B
2,3,2,1,1,8,7,5,8,6,6,7,1,8,6,8,Z
4,11,5,8,5,8,8,8,6,7,4,6,2,7,8,8,S
5,9,8,7,7,6,11,2,2,7,8,8,8,11,1,8,W
2,5,4,4,2,7,4,1,8,8,2,10,0,7,2,8,L
2,5,3,4,2,7,12,3,6,7,11,8,2,11,1,8,T
6,7,8,6,8,8,8,4,4,7,6,7,10,8,5,5,M
6,10,8,7,7,7,8,7,4,8,7,9,3,9,8,9,P
3,8,4,6,2,7,8,0,8,14,6,7,0,8,1,7,I
3,9,4,7,1,12,2,10,4,13,6,13,1,6,0,8,J
5,4,6,7,2,5,7,7,11,7,5,12,1,9,4,8,C
4,8,6,6,4,9,6,2,7,11,5,9,3,7,6,10,E
1,0,2,0,0,8,9,3,2,7,12,8,2,10,0,8,V
3,7,5,6,4,7,8,2,4,7,8,9,5,8,3,6,A
4,9,4,6,3,3,7,6,11,7,6,15,0,8,7,7,E
7,11,9,8,9,8,7,5,5,7,6,7,7,6,9,14,K
8,11,7,8,5,3,11,1,3,8,10,7,6,11,2,7,V
8,12,9,6,5,6,9,2,8,11,8,8,4,9,4,5,X
6,8,6,9,7,8,7,7,2,8,7,10,3,8,6,7,Q
3,3,4,2,2,7,8,5,5,7,5,7,2,7,4,8,R
4,6,6,4,3,6,13,7,2,11,5,2,1,10,4,7,P
1,2,2,3,1,8,7,5,2,8,7,9,2,9,3,9,Q
2,4,4,3,2,7,7,2,7,10,5,7,1,8,5,8,S
10,13,12,7,6,10,2,3,2,10,2,9,8,1,2,8,M
2,2,3,3,2,7,7,5,9,6,6,8,2,8,7,8,Z
1,0,2,1,1,8,7,4,7,5,6,7,0,8,7,8,S
3,4,5,3,2,6,10,2,6,13,6,5,1,9,3,7,F
3,3,3,5,1,0,1,6,6,0,1,6,0,8,0,8,L
4,7,6,5,3,10,1,3,3,9,2,8,3,6,4,9,A
3,7,5,5,2,7,10,1,2,7,12,8,1,11,0,8,Y
10,15,9,8,5,7,6,5,6,9,4,5,5,8,6,9,D
3,7,3,4,2,7,9,14,3,7,3,8,3,8,0,8,H
4,2,5,4,4,7,8,6,6,7,6,8,3,8,3,8,H
2,1,3,2,2,8,6,6,3,7,7,9,6,5,1,8,M
6,10,8,7,5,8,8,3,7,10,5,7,2,8,5,8,S
8,10,8,8,5,5,11,2,7,11,10,5,2,12,2,4,T
0,7,0,4,0,7,7,4,4,7,6,8,0,8,0,8,I
3,9,5,6,2,9,6,3,1,8,0,8,2,7,1,8,A
3,2,3,3,2,8,8,6,5,7,6,7,2,8,9,8,S
3,5,4,6,3,6,11,9,4,7,2,9,3,7,5,11,R
5,8,6,9,7,8,7,6,3,8,8,10,3,9,5,8,Q
3,7,5,5,2,6,4,1,9,8,2,11,0,8,2,8,L
10,14,8,8,4,11,1,3,0,10,4,11,3,4,4,10,A
6,9,6,7,3,4,9,2,8,10,11,6,2,10,4,3,Y
4,11,6,8,3,10,10,1,3,6,12,8,1,11,0,8,Y
2,0,2,1,1,7,8,7,5,7,6,7,1,8,7,8,B
3,2,4,4,3,6,7,5,5,6,5,7,3,7,4,8,R
3,7,4,5,2,6,3,1,8,8,2,11,0,7,2,8,L
5,7,5,5,5,5,10,3,2,9,8,7,6,11,2,6,W
3,5,5,3,2,7,8,2,4,10,6,6,5,8,0,7,N
4,11,5,8,3,5,11,3,4,9,12,9,2,10,1,8,V
4,8,6,6,3,9,2,2,2,7,1,8,2,7,3,7,A
1,0,2,1,0,8,7,7,4,7,6,8,2,8,3,8,O
7,9,7,4,3,5,10,2,2,9,10,8,8,12,0,7,W
4,5,6,7,3,9,6,9,8,8,4,9,3,8,4,8,O
4,6,6,4,4,5,6,4,7,6,6,10,3,8,5,9,K
4,7,5,5,3,7,6,8,5,7,5,8,3,8,3,8,O
5,10,7,8,4,7,3,2,9,7,1,9,1,6,3,7,L
2,3,4,2,2,6,9,3,6,10,7,8,3,8,3,8,H
2,6,4,4,1,5,4,1,9,7,1,9,0,7,2,7,L
4,8,6,6,5,8,7,8,4,7,6,7,3,8,3,7,O
3,5,5,3,3,6,8,2,8,11,8,9,2,9,4,7,E
2,6,3,4,0,9,10,2,2,6,12,8,1,11,0,8,Y
4,4,7,3,4,6,6,3,4,10,9,10,7,6,2,8,M
3,8,4,6,2,5,7,10,8,6,5,5,3,8,4,8,D
5,8,5,6,3,3,8,5,7,10,10,10,3,9,2,6,U
3,5,5,4,4,9,6,3,6,10,5,7,2,8,5,10,B
4,9,6,7,6,7,7,8,6,6,5,5,3,9,4,8,D
2,3,4,2,2,9,11,3,2,5,9,7,6,10,0,8,W
4,9,6,7,4,8,6,2,9,12,5,9,3,6,8,8,Z
4,6,5,4,3,9,8,3,7,10,4,7,2,7,4,9,S
5,7,6,5,3,8,7,2,9,12,5,10,2,9,6,9,Z
11,14,10,8,4,6,8,3,7,9,8,10,6,8,4,6,K
2,4,4,3,2,7,9,4,4,12,5,3,1,10,3,8,P
4,7,5,5,3,7,7,4,8,11,8,8,2,10,5,6,S
5,10,8,8,4,7,10,2,7,6,12,9,2,11,2,8,Y
2,5,3,4,2,4,4,4,7,2,1,6,0,7,1,6,L
1,0,2,0,0,7,10,1,3,7,12,8,1,11,0,8,Y
3,8,3,6,2,3,7,6,10,7,6,14,0,8,7,8,E
3,3,5,5,2,7,5,3,1,6,1,8,2,7,2,7,A
7,15,6,8,5,11,4,4,6,10,5,7,3,9,7,12,Q
6,9,6,10,6,8,6,7,4,9,6,10,4,10,7,6,Q
1,1,2,1,1,6,9,7,3,7,5,8,2,7,4,10,R
2,5,4,4,1,5,13,3,5,13,7,3,0,9,2,6,F
2,3,3,4,2,7,8,5,1,7,8,10,2,9,5,8,Q
3,3,3,4,1,1,12,5,4,11,10,7,0,8,3,7,F
6,10,7,8,4,6,7,7,8,10,7,10,2,10,5,9,G
7,10,9,8,7,9,7,4,7,10,5,6,2,8,6,10,B
3,2,5,4,3,7,10,2,2,7,9,8,7,11,0,8,W
4,5,4,8,2,1,12,5,4,11,10,7,0,8,3,6,F
6,9,6,6,3,2,11,4,6,13,12,6,1,11,2,5,Y
4,5,5,4,3,6,7,4,7,6,6,10,3,8,5,9,K
2,2,3,3,2,7,8,5,4,7,6,6,5,9,2,5,N
2,8,3,6,1,13,2,8,4,13,4,12,1,6,0,8,J
4,8,6,6,5,8,5,1,6,9,4,10,4,8,4,10,K
4,7,5,5,2,5,8,7,10,6,7,11,1,7,4,8,C
4,10,5,8,3,7,7,4,15,9,6,8,0,8,8,8,Z
6,11,7,8,4,2,8,5,9,10,10,14,1,7,3,7,C
4,10,4,7,3,1,12,4,4,11,10,8,0,8,2,6,F
4,5,4,7,3,7,7,14,2,5,6,8,6,8,0,8,N
4,5,6,3,2,7,8,2,5,10,6,6,5,8,1,7,N
2,1,2,2,2,6,7,4,4,6,5,6,2,7,3,8,R
5,8,6,10,6,9,5,7,4,9,5,11,4,8,6,7,Q
11,13,11,7,6,11,11,7,3,4,7,9,10,13,3,6,M
5,6,7,5,7,7,9,4,4,7,5,7,9,8,5,5,M
7,10,6,5,3,8,6,3,5,9,8,6,4,10,4,5,Y
4,9,5,7,2,7,5,15,5,7,13,8,3,9,0,8,U
1,1,2,1,1,7,7,3,7,6,6,8,2,8,5,8,X
3,4,5,6,4,9,10,7,4,7,7,6,4,10,5,5,Y
3,3,4,1,1,4,10,2,7,10,10,5,1,10,3,4,Y
4,8,5,6,4,6,11,3,7,8,11,8,2,12,1,7,T
1,4,2,3,1,7,8,0,7,13,6,8,0,8,1,7,I
4,8,6,6,4,8,7,6,6,9,5,7,3,8,5,11,R
4,11,5,8,4,4,11,4,6,11,10,6,2,10,3,5,F
7,11,8,6,4,8,8,2,8,11,6,7,4,12,4,8,X
4,4,6,3,4,6,6,3,4,10,9,9,7,6,2,9,M
2,6,3,4,2,4,5,1,9,3,2,8,0,7,2,5,L
5,11,6,8,8,8,7,4,6,7,6,6,6,8,6,10,B
4,8,5,6,2,6,9,7,10,5,7,12,1,6,4,8,C
8,12,8,6,6,7,8,3,6,9,3,8,6,6,6,6,R
2,3,3,2,1,6,11,3,5,12,7,4,1,9,1,7,F
2,5,4,3,2,7,10,1,7,7,11,8,2,11,2,8,Y
4,6,6,4,5,11,6,1,5,9,5,6,5,9,4,7,F
6,11,8,8,8,7,8,6,8,8,6,8,9,7,4,8,H
4,9,6,6,2,7,8,7,10,5,6,13,1,7,4,9,C
3,6,5,4,4,11,5,3,4,9,3,6,7,6,2,8,M
2,4,3,3,2,6,8,7,8,8,7,13,1,9,4,10,C
3,9,4,7,2,7,6,8,7,6,6,10,2,7,5,10,G
2,3,3,2,1,6,11,2,7,11,9,5,1,10,2,5,T
5,10,5,8,4,6,8,9,7,7,6,7,2,8,9,10,B
1,0,2,0,0,7,9,2,1,6,12,8,1,10,0,8,Y
2,4,4,3,2,7,7,2,9,11,6,8,1,8,5,8,Z
2,1,3,1,1,8,6,6,6,6,5,9,1,7,6,10,G
4,8,7,6,6,8,7,2,6,7,6,7,5,7,7,8,X
4,4,5,3,3,4,11,3,2,9,9,7,6,12,1,6,W
3,2,5,4,3,7,6,6,6,6,6,10,2,9,4,9,G
3,6,5,4,7,9,7,5,1,7,6,8,7,10,2,7,W
3,5,4,3,2,4,10,1,7,10,10,6,1,11,3,4,Y
5,8,6,7,3,8,9,8,6,5,8,9,3,7,6,10,Q
6,11,8,8,5,6,6,6,7,6,6,8,3,8,4,7,G
4,8,4,6,4,3,8,5,9,7,6,14,0,8,6,8,E
2,1,3,1,1,9,12,3,2,5,11,8,2,11,0,8,V
8,11,8,8,6,7,11,4,8,11,9,4,6,12,6,5,T
1,3,2,2,1,7,8,1,7,13,6,8,0,8,1,7,I
2,0,2,1,1,8,6,6,5,6,5,9,1,8,5,10,G
7,11,10,8,12,8,8,6,2,7,7,8,10,9,7,11,O
7,14,6,8,5,7,7,5,4,9,5,6,4,9,9,8,G
3,7,5,5,3,8,8,5,5,8,5,7,3,7,5,10,R
5,7,7,6,8,5,8,5,4,6,5,9,11,9,4,8,M
2,5,1,3,1,7,7,1,7,7,6,8,0,8,3,8,I
3,7,4,5,2,4,3,5,8,1,1,5,0,7,1,5,L
5,7,4,10,3,8,8,3,3,12,4,5,2,8,7,9,J
9,14,8,8,5,7,5,4,9,10,4,9,3,7,9,9,Q
5,9,7,7,7,10,11,2,2,6,8,7,9,13,2,8,W
4,9,5,6,4,7,6,12,4,6,12,8,3,9,0,8,U
4,9,4,4,2,5,10,2,6,11,8,6,2,9,4,3,T
6,8,8,7,8,5,10,4,5,8,7,9,4,10,9,7,E
4,8,6,6,3,5,11,3,4,8,12,9,2,10,1,8,V
2,2,1,4,1,7,7,1,7,7,6,8,0,8,3,8,I
5,7,5,5,3,3,9,5,6,11,11,9,3,9,1,6,U
7,9,9,8,8,6,7,5,8,7,6,9,6,4,8,3,D
2,3,3,1,1,5,11,2,5,13,6,4,1,9,1,8,F
10,14,7,8,4,6,8,5,4,7,4,6,5,9,5,7,O
4,8,4,6,2,3,6,6,11,7,7,14,0,8,7,7,E
3,5,4,7,7,7,5,4,2,7,7,9,5,10,4,8,Y
4,6,5,4,4,8,6,7,5,7,6,9,3,8,4,6,U
2,1,3,1,2,8,6,6,4,7,7,8,6,5,1,7,M
3,6,4,4,3,8,8,7,4,7,7,7,3,8,2,8,O
4,9,3,4,2,8,7,3,4,10,5,8,3,9,8,11,E
3,7,4,5,4,7,9,6,5,8,5,9,3,6,5,10,R
5,9,5,5,2,4,8,4,6,9,11,11,5,9,3,6,K
2,1,2,1,2,8,8,6,6,7,6,8,3,8,3,8,H
2,0,2,1,1,8,7,7,4,6,6,8,2,8,3,8,Q
1,0,1,1,0,8,7,4,6,5,6,8,0,8,7,8,S
4,8,5,6,4,3,13,6,2,11,8,4,0,9,3,8,P
5,9,5,5,3,7,5,3,5,12,7,11,3,8,6,9,L
5,9,4,4,2,9,6,4,4,11,4,10,3,8,6,11,E
7,11,6,6,3,7,8,3,5,13,7,8,2,8,3,7,S
4,7,5,5,3,6,10,3,5,13,7,5,2,10,2,8,F
2,6,5,4,3,6,5,1,3,5,2,7,2,6,3,4,A
7,9,10,8,11,7,7,6,3,7,7,8,8,10,9,9,G
7,13,7,7,4,8,4,3,4,11,8,12,3,10,5,10,L
9,13,7,7,4,9,2,4,4,12,5,13,2,7,6,9,L
4,9,6,6,3,4,9,7,7,10,11,9,3,9,1,8,U
3,7,3,5,2,3,7,6,10,7,6,15,0,8,7,7,E
3,8,5,6,5,8,7,7,4,7,6,9,5,7,7,4,A
4,5,5,4,3,6,9,5,7,6,10,9,3,9,1,8,U
2,4,4,3,2,7,9,2,4,10,6,6,5,8,1,7,N
2,4,3,3,1,10,2,3,2,10,2,9,2,6,2,8,A
3,6,4,4,2,8,7,2,9,11,5,8,2,8,6,8,Z
3,4,3,3,3,7,7,5,8,7,6,9,2,8,6,9,E
3,5,5,3,2,6,9,2,4,10,7,7,5,8,1,8,N
5,7,7,5,3,7,9,2,4,10,6,6,5,9,1,7,N
5,6,6,8,3,5,9,9,2,7,3,11,4,8,2,11,K
4,7,6,5,3,8,8,4,1,7,8,8,8,9,0,8,W
5,10,7,8,8,8,10,6,3,8,7,6,10,10,6,10,O
6,9,7,4,3,12,2,3,2,10,3,9,6,4,1,9,M
5,10,6,8,9,7,8,5,1,7,6,7,11,11,9,12,O
7,12,6,6,3,6,8,2,7,10,7,6,2,10,5,6,F
3,7,4,5,2,9,4,5,4,14,6,12,0,6,1,7,J
4,9,4,7,5,6,8,8,6,7,5,7,2,8,7,9,B
2,5,4,3,3,8,7,3,6,9,5,7,2,8,5,10,B
5,8,5,6,2,3,11,3,4,10,11,7,2,10,1,8,V
5,9,7,8,8,9,8,4,5,7,6,8,5,10,9,11,S
4,11,6,8,7,8,7,2,8,7,6,8,0,8,9,8,Z
2,7,4,5,4,7,7,3,4,7,6,10,5,10,6,5,L
6,10,9,8,12,8,8,5,3,6,7,7,7,10,11,10,B
3,8,4,6,3,7,8,7,5,9,8,8,3,8,3,8,O
1,0,2,0,0,8,9,3,1,6,12,8,2,11,0,8,V
4,11,5,8,5,3,7,5,9,7,7,14,0,8,6,9,E
3,5,6,7,1,6,11,2,3,9,12,8,1,10,0,8,Y
4,9,5,7,6,7,7,9,5,7,5,6,2,8,8,10,B
5,11,8,8,11,9,7,4,4,6,7,7,8,8,8,7,B
7,13,7,7,4,8,5,4,4,6,7,7,5,7,3,7,U
3,3,4,1,2,5,11,3,2,9,8,7,6,11,1,6,W
4,6,6,4,4,6,8,2,8,11,7,9,2,9,4,8,E
6,11,6,8,4,5,7,10,10,7,6,6,3,8,4,8,D
6,10,6,8,3,5,9,7,8,13,9,7,2,11,2,7,C
4,9,5,6,2,3,12,8,1,10,6,3,1,10,4,8,P
4,9,6,6,7,8,6,6,6,6,6,5,2,8,6,10,B
4,5,6,4,3,7,11,2,3,7,9,8,7,11,1,8,W
4,9,5,6,3,5,13,6,4,11,9,4,3,12,2,4,T
2,2,3,4,3,7,7,6,7,7,6,9,2,8,6,10,E
4,8,4,6,4,5,10,7,3,7,4,9,2,7,5,11,R
3,7,5,5,7,9,9,4,4,7,6,5,4,9,8,6,D
1,7,2,5,1,9,6,2,7,11,4,8,0,7,1,6,J
11,15,11,8,6,7,10,4,5,4,5,10,10,11,2,7,M
3,10,3,8,1,0,1,5,6,0,0,7,0,8,0,8,L
3,4,3,3,2,4,3,4,6,2,2,6,0,7,0,6,L
3,8,4,6,3,7,8,3,12,8,6,8,0,8,7,7,Z
2,2,3,3,2,8,8,6,2,5,7,9,2,9,5,10,Q
3,4,4,6,2,8,7,8,6,6,7,8,3,8,5,9,Q
4,9,7,7,5,10,3,1,2,8,3,9,4,5,3,7,A
6,11,8,8,8,10,9,5,4,7,5,7,3,8,9,5,Z
1,3,2,2,1,10,2,2,1,9,2,9,1,6,2,8,A
2,1,2,1,0,5,7,8,1,7,6,11,3,8,2,11,K
6,9,7,11,7,7,10,5,3,6,9,12,3,9,7,8,Q
5,10,7,8,6,6,7,7,7,8,9,8,4,9,7,7,T
5,9,7,8,8,7,8,3,4,7,5,8,7,8,6,8,R
5,8,7,7,7,5,7,4,5,7,7,11,4,9,7,9,C
4,10,6,8,6,6,7,2,6,7,7,9,3,7,6,8,X