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From yxji...@apache.org
Subject svn commit: r1512950 - in /hama/trunk: CHANGES.txt ml/src/test/resources/linear_regression_data.txt ml/src/test/resources/logistic_regression_data.txt
Date Sun, 11 Aug 2013 14:55:20 GMT
Author: yxjiang
Date: Sun Aug 11 14:55:20 2013
New Revision: 1512950

URL: http://svn.apache.org/r1512950
Log:
HAMA-792: add test datasets for ML package

Added:
    hama/trunk/ml/src/test/resources/linear_regression_data.txt
    hama/trunk/ml/src/test/resources/logistic_regression_data.txt
Modified:
    hama/trunk/CHANGES.txt

Modified: hama/trunk/CHANGES.txt
URL: http://svn.apache.org/viewvc/hama/trunk/CHANGES.txt?rev=1512950&r1=1512949&r2=1512950&view=diff
==============================================================================
--- hama/trunk/CHANGES.txt (original)
+++ hama/trunk/CHANGES.txt Sun Aug 11 14:55:20 2013
@@ -22,6 +22,9 @@ Release 0.6.3 (unreleased changes)
    HAMA-671: Clean up Maven build scripts (edwardyoon)
    HAMA-765: Add apply method to Vector/Matrix (Yexi Jiang)
    HAMA-773: Matrix/Vector operation does not validate the input argument (Yexi Jiang)
+   
+  TASKS
+   HAMA-792: Add testing datasets for ML package (Yexi Jiang)
 
 Release 0.6.2 - June 26, 2013
 

Added: hama/trunk/ml/src/test/resources/linear_regression_data.txt
URL: http://svn.apache.org/viewvc/hama/trunk/ml/src/test/resources/linear_regression_data.txt?rev=1512950&view=auto
==============================================================================
--- hama/trunk/ml/src/test/resources/linear_regression_data.txt (added)
+++ hama/trunk/ml/src/test/resources/linear_regression_data.txt Sun Aug 11 14:55:20 2013
@@ -0,0 +1,113 @@
+#  x28.txt
+#
+#  Reference:
+#
+#    Richard Gunst, Robert Mason,
+#    Regression Analysis and Its Applications: a data-oriented approach,
+#    Dekker, 1980, pages 370-371.
+#    ISBN: 0824769937.
+#
+#    Gary McDonald, Richard Schwing,
+#    Instabilities of regression estimates relating air pollution to mortality,
+#    Technometrics,
+#    Volume 15, Number 3, pages 463-482, 1973.
+#
+#    Helmut Spaeth,
+#    Mathematical Algorithms for Linear Regression,
+#    Academic Press, 1991,
+#    ISBN 0-12-656460-4.
+#
+#  Discussion:
+#
+#    The death rate is to be represented as a function of other variables.
+#
+#    There are 60 rows of data.  The data includes:
+#
+#      I,   the index;
+#      A1,  the average annual precipitation;
+#      A2,  the average January temperature;
+#      A3,  the average July temperature;
+#      A4,  the size of the population older than 65;
+#      A5,  the number of members per household;
+#      A6,  the number of years of schooling for persons over 22;
+#      A7,  the number of households with fully equipped kitchens;
+#      A8,  the population per square mile; 
+#      A9,  the size of the nonwhite population;
+#      A10, the number of office workers;
+#      A11, the number of families with an income less than $3000;
+#      A12, the hydrocarbon pollution index;
+#      A13, the nitric oxide pollution index;
+#      A14, the sulfur dioxide pollution index;
+#      A15, the degree of atmospheric moisture.
+#      B,   the death rate.
+#
+#    We seek a model of the form:
+#
+#      B =  A1 *  X1 +  A2 *  X2 +  A3 *  X3 +  A4 *  X4 +  A5 *  X5
+#        +  A6 *  X6 +  A7 *  X7 +  A8 *  X8 +  A9 *  X9 + A10 * X10
+#        + A11 * X11 + A12 * X12 + A13 * X13 + A14 * X14 + A15 * X15
+#
+#  Modified:
+#
+#    08 November 2010
+#
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+3 44 29 74 10.4 3.21 9.8 81.6 4260 0.8 39.4 12.4 6 6 33 54 962.354
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+5 43 35 77 7.6 3.44 9.6 84.6 6441 24.4 43.7 14.3 43 38 206 55 1071.289
+6 53 45 80 7.7 3.45 10.2 66.8 3325 38.5 43.1 25.5 30 32 72 54 1030.380
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+10 36 27 72 9.5 3.36 10.7 79.3 4213 6.7 41.0 13.2 12 7 20 59 912.347
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+15 37 31 75 8.0 3.26 11.9 78.4 4259 13.1 49.6 13.9 23 9 15 58 958.839
+16 35 46 85 7.1 3.22 11.8 79.9 1441 14.8 51.2 16.1 1 1 1 54 860.101
+17 36 30 75 7.5 3.35 11.4 81.9 4029 12.4 44.0 12.0 6 4 16 58 936.234
+18 15 30 73 8.2 3.15 12.2 84.2 4824 4.7 53.1 12.7 17 8 28 38 871.766
+19 31 27 74 7.2 3.44 10.8 87.0 4834 15.8 43.5 13.6 52 35 124 59 959.221
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+21 31 45 85 7.3 3.22 11.4 80.7 1844 11.5 48.1 18.5 1 1 1 53 891.708
+22 31 24 72 9.0 3.37 10.9 82.8 3226 5.1 45.2 12.3 5 3 10 61 871.338
+23 42 40 77 6.1 3.45 10.4 71.8 2269 22.7 41.4 19.5 8 3 5 53 971.122
+24 43 27 72 9.0 3.25 11.5 87.1 2909 7.2 51.6 9.5 7 3 10 56 887.466
+25 46 55 84 5.6 3.35 11.4 79.7 2647 21.0 46.9 17.9 6 5 1 59 952.529
+26 39 29 76 8.7 3.23 11.4 78.6 4412 15.6 46.6 13.2 13 7 33 60 968.665
+27 35 31 81 9.2 3.10 12.0 78.3 3262 12.6 48.6 13.9 7 4 4 55 919.729
+28 43 32 74 10.1 3.38 9.5 79.2 3214 2.9 43.7 12.0 11 7 32 54 844.053
+29 11 53 68 9.2 2.99 12.1 90.6 4700 7.8 48.9 12.3 648 319 130 47 861.833
+30 30 35 71 8.3 3.37 9.9 77.4 4474 13.1 42.6 17.7 38 37 193 57 989.265
+31 50 42 82 7.3 3.49 10.4 72.5 3497 36.7 43.3 26.4 15 10 34 59 1006.490
+32 60 67 82 10.0 2.98 11.5 88.6 4657 13.6 47.3 22.4 3 1 1 60 861.439
+33 30 20 69 8.8 3.26 11.1 85.4 2934 5.8 44.0 9.4 33 23 125 64 929.150
+34 25 12 73 9.2 3.28 12.1 83.1 2095 2.0 51.9 9.8 20 11 26 50 857.622
+35 45 40 80 8.3 3.32 10.1 70.3 2682 21.0 46.1 24.1 17 14 78 56 961.009
+36 46 30 72 10.2 3.16 11.3 83.2 3327 8.8 45.3 12.2 4 3 8 58 923.234
+37 54 54 81 7.4 3.36 9.7 72.8 3172 31.4 45.5 24.2 20 17 1 62 1113.156
+38 42 33 77 9.7 3.03 10.7 83.5 7462 11.3 48.7 12.4 41 26 108 58 994.648
+39 42 32 76 9.1 3.32 10.5 87.5 6092 17.5 45.3 13.2 29 32 161 54 1015.023
+40 36 29 72 9.5 3.32 10.6 77.6 3437 8.1 45.5 13.8 45 59 263 56 991.290
+41 37 38 67 11.3 2.99 12.0 81.5 3387 3.6 50.3 13.5 56 21 44 73 893.991
+42 42 29 72 10.7 3.19 10.1 79.5 3508 2.2 38.3 15.7 6 4 18 56 938.500
+43 41 33 77 11.2 3.08 9.6 79.9 4843 2.7 38.6 14.1 11 11 89 54 946.185
+44 44 39 78 8.2 3.32 11.0 79.9 3768 28.6 49.5 17.5 12 9 48 53 1025.502
+45 32 25 72 10.9 3.21 11.1 82.5 4355 5.0 46.4 10.8 7 4 18 60 874.281
+46 34 32 79 9.3 3.23 9.7 76.8 5160 17.2 45.1 15.3 31 15 68 57 953.560
+47 10 55 70 7.3 3.11 12.1 88.9 3033 5.9 51.0 14.0 144 66 20 61 839.709
+48 18 48 63 9.2 2.92 12.2 87.7 4253 13.7 51.2 12.0 311 171 86 71 911.701
+49 13 49 68 7.0 3.36 12.2 90.7 2702 3.0 51.9 9.7 105 32 3 71 790.733
+50 35 40 64 9.6 3.02 12.2 82.5 3626 5.7 54.3 10.1 20 7 20 72 899.264
+51 45 28 74 10.6 3.21 11.1 82.6 1883 3.4 41.9 12.3 5 4 20 56 904.155
+52 38 24 72 9.8 3.34 11.4 78.0 4923 3.8 50.5 11.1 8 5 25 61 950.672
+53 31 26 73 9.3 3.22 10.7 81.3 3249 9.5 43.9 13.6 11 7 25 59 972.464
+54 40 23 71 11.3 3.28 10.3 73.8 1671 2.5 47.4 13.5 5 2 11 60 912.202
+55 41 37 78 6.2 3.25 12.3 89.5 5308 25.9 59.7 10.3 65 28 102 52 967.803
+56 28 32 81 7.0 3.27 12.1 81.0 3665 7.5 51.6 13.2 4 2 1 54 823.764
+57 45 33 76 7.7 3.39 11.3 82.2 3152 12.1 47.3 10.9 14 11 42 56 1003.502
+58 45 24 70 11.8 3.25 11.1 79.8 3678 1.0 44.8 14.0 7 3 8 56 895.696
+59 42 83 76 9.7 3.22 9.0 76.2 9699 4.8 42.2 14.5 8 8 49 54 911.817
+60 38 28 72 8.9 3.48 10.7 79.8 3451 11.7 37.5 13.0 14 13 39 58 954.442
\ No newline at end of file

Added: hama/trunk/ml/src/test/resources/logistic_regression_data.txt
URL: http://svn.apache.org/viewvc/hama/trunk/ml/src/test/resources/logistic_regression_data.txt?rev=1512950&view=auto
==============================================================================
--- hama/trunk/ml/src/test/resources/logistic_regression_data.txt (added)
+++ hama/trunk/ml/src/test/resources/logistic_regression_data.txt Sun Aug 11 14:55:20 2013
@@ -0,0 +1,768 @@
+6,148,72,35,0,33.6,0.627,50,1
+1,85,66,29,0,26.6,0.351,31,0
+8,183,64,0,0,23.3,0.672,32,1
+1,89,66,23,94,28.1,0.167,21,0
+0,137,40,35,168,43.1,2.288,33,1
+5,116,74,0,0,25.6,0.201,30,0
+3,78,50,32,88,31,0.248,26,1
+10,115,0,0,0,35.3,0.134,29,0
+2,197,70,45,543,30.5,0.158,53,1
+8,125,96,0,0,0,0.232,54,1
+4,110,92,0,0,37.6,0.191,30,0
+10,168,74,0,0,38,0.537,34,1
+10,139,80,0,0,27.1,1.441,57,0
+1,189,60,23,846,30.1,0.398,59,1
+5,166,72,19,175,25.8,0.587,51,1
+7,100,0,0,0,30,0.484,32,1
+0,118,84,47,230,45.8,0.551,31,1
+7,107,74,0,0,29.6,0.254,31,1
+1,103,30,38,83,43.3,0.183,33,0
+1,115,70,30,96,34.6,0.529,32,1
+3,126,88,41,235,39.3,0.704,27,0
+8,99,84,0,0,35.4,0.388,50,0
+7,196,90,0,0,39.8,0.451,41,1
+9,119,80,35,0,29,0.263,29,1
+11,143,94,33,146,36.6,0.254,51,1
+10,125,70,26,115,31.1,0.205,41,1
+7,147,76,0,0,39.4,0.257,43,1
+1,97,66,15,140,23.2,0.487,22,0
+13,145,82,19,110,22.2,0.245,57,0
+5,117,92,0,0,34.1,0.337,38,0
+5,109,75,26,0,36,0.546,60,0
+3,158,76,36,245,31.6,0.851,28,1
+3,88,58,11,54,24.8,0.267,22,0
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+10,122,78,31,0,27.6,0.512,45,0
+4,103,60,33,192,24,0.966,33,0
+11,138,76,0,0,33.2,0.42,35,0
+9,102,76,37,0,32.9,0.665,46,1
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\ No newline at end of file



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