"1. Title: Image Segmentation data 2. Source Information -- Creators: Vision Group, University of Massachusetts -- Donor: Vision Group (Carla Brodley, brodley@cs.umass.edu) -- Date: November, 1990 3. Past Usage: None yet published 4. Relevant Information: The instances were drawn randomly from a database of 7 outdoor images. The images were handsegmented to create a classification for every pixel. Each instance is a 3x3 region. 5. Number of Instances: Training data: 210 Test data: 2100 6. Number of Attributes: 19 continuous attributes 7. Attribute Information: 1. region-centroid-col: the column of the center pixel of the region. 2. region-centroid-row: the row of the center pixel of the region. 3. region-pixel-count: the number of pixels in a region = 9. 4. short-line-density-5: the results of a line extractoin algorithm that counts how many lines of length 5 (any orientation) with low contrast, less than or equal to 5, go through the region. 5. short-line-density-2: same as short-line-density-5 but counts lines of high contrast, greater than 5. 6. vedge-mean: measure the contrast of horizontally adjacent pixels in the region. There are 6, the mean and standard deviation are given. This attribute is used as a vertical edge detector. 7. vegde-sd: (see 6) 8. hedge-mean: measures the contrast of vertically adjacent pixels. Used for horizontal line detection. 9. hedge-sd: (see 8). 10. intensity-mean: the average over the region of (R + G + B)/3 11. rawred-mean: the average over the region of the R value. 12. rawblue-mean: the average over the region of the B value. 13. rawgreen-mean: the average over the region of the G value. 14. exred-mean: measure the excess red: (2R - (G + B)) 15. exblue-mean: measure the excess blue: (2B - (G + R)) 16. exgreen-mean: measure the excess green: (2G - (R + B)) 17. value-mean: 3-d nonlinear transformation of RGB. (Algorithm can be found in Foley and VanDam, Fundamentals of Interactive Computer Graphics) 18. saturatoin-mean: (see 17) 19. hue-mean: (see 17) 8. Missing Attribute Values: None 9. Class Distribution: Classes: brickface, sky, foliage, cement, window, path, grass. 30 instances per class for training data. 300 instances per class for test data. 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1.82168 0.918519 1.85492 0.62361 3.20185 14.963 0.779364 3.97408 0.960324 2.19089 3.17407 1.25904 0.166667 2.47132 1.37778 0.607407 45.9296 0.518519 0.444445 1.1 2.42594 0.807373 1.85185 0.136083 6.07777 0.62361 0.151853 0.250924 0.82776 0.711111 0.622222 1.90516 0.998145 13.7519 0.960323 4.55185 1.42075 0.879815 1.25462 0 2.60741 0.374076 1.40502 1.30668 0.712325 1.14988 0.311111 203.352 0.620633 0.389682 1.51535 0.960324 3.26296 0.507408 0.166667 0 6.46296 0.620633 0.488888 1.12963 3.52963 0.962963 0.60741 9.94074 2.16795 1.83485 0.408248 0.272166 0.403686 0.240741 0.0444444 1.42075 0.298143 112.578 0 0 1.57407 0.8 0.742867 0.551851 0.455421 0.551852 0.760115 8.2963 0.860663 0.107407 1.55556 0.172133 14.963 0.0740741 0.869228 0.712324 1.49691 3.6 2.04849 0.772202 15.663 0.507407 0 0.843274 2.08345 8.74075 0.0296296 0.779363 1.04172 6.82963 1.80637 0.389683 0.311111 0.385183 0.958394 375.096 2.30699 6.87407 0.699206 8.24074 0.272168 0.712325 1.61933 0.122222 0.433333 0.177778 0.374074 2.94895 0.488889 0.433332 0.490653 83.3518 0.42963 0.062963 0.516398 0.272165 0.522222 0.272165 0.0629629 0.344443 0.0629629 1.28889 1.85492 0.251852 0.869228 0.607409 0.278886 0.691214 0.211114 1.82222 1.14827 16.4434 1.27802 0.240741 1.44074 1.22323 1.36667 2.87407 0.834443 11.8519 0 0.829631 1.11056 0.418517 1.06284 2.17778 0.874074 0.329628 0.162963 0.800001 0.240742 1.27778 2.13611 749.763 2.82384 0.32963 0.455421 0.0777778 1.12963 1.5408 1.57407 1.14444 1.00741 0.133333 0.975628 0 0.596297 7.66296 0.596296 0.118518 1.88519 4.19347 0.800462 0.3 1.40502 0.922221 3.01662 0.340743 2.33492 0.574135 0.712326 0.730297 8.1074 0.374074 1.42075 8.6549 1.51535 1.06284 0.711111 1.93218 1.40897 0.344444 0.207406 0.818518 0.960324 0.062963 0.774077 0.196296 0.177778 2.41852 1.90516 0.400001 0.91287 0.781736 0.557772 0.272165 0.490654 0.0444445 1.14074 2.78687 1.27408 2.03333 0.311116 1.45551 0.0185185 0.136083 0.854184 0.501849 0.0296296 14.7741 0.534027 0.966091 3.4963 0.827759 0.166667 0.611111 0.646932 0.462965 3.14074 4.57408 0.403687 3.17921 0.877777 0.8861 1.08518 4.38519 0.389681 0 0.730297 0.62361 0.534027 0.272164 1.82168 1.80637 0.551852 1.77326 4.5963 0.518518 1.09629 1.21852 0.691214 2.43333 1.81111 0.474073 0.640741 1.85185 2.31341 0.207408 0.607404 1.49629 2.23772 0.834444 1.94074 0.42963 0.399999 0.551851 13.4963 2.05931 1.70741 0 0.172133 0.490653 0.879815 7.54074 0.250924 1.97109 0 2.90741 2.11852 1.20646 0.443054 0.0740741 0.240741 0.82776 1.11056 0.272166 2.34442 1.04704 0.0296296 0.349603 1.0256 0.958394 0.82963 1.25462 0.443054 5.61852 0.272164 1.05185 1.65552 0.122222 2.2575 1.88169 0.562963 0.118518 0.166666 0.547723 0.0296296 1.1879 1.12382 0.809666 3.88519 5.8979 0.574134 0.607407 1.13039 0.433334 2.30378 1.77326 0.340741 0.834443 0.210818 0.611616 1.07497 1.57408 2.46296 0.722649 1.36667 1.35185 374.596 0.774075 0 1.4963 2.55096 0 0.166667 1.22323 0.340741 0.501849 2.13957 3.84074 0.651851 0.136083 0.658281 23.3778 0.774072 0.374072 0.760117 73.7074 1.94074 0 0.490655 0.107409 2.56296 0.172133 1.24722 0.151851 1.98513 1.57407 1.00741 1.63333 6.82963 0.459469 0.389682 40.863 3.04074 0.928956 0.15185 0.712325 0.272165 1.21868 1.54074 0.507407 0.518518 5.54073 0.240741 0.418518 3.54444 0.255556 4.51852 2.09408 0 3.04074 1.52963 0.0740741 0.151851 0.75031 0 0.122222 0.64693 1.5408 0.0777777 0.418518 4.37407 3.64996 0.574135 1.36083 0.385185 0.444444 0.4 0.72963 0.296296 0.151852 0.429629 0.934919 4.57777 9.55555 2.22527 0.385185 1.0963 1.30741 1.67407 0.1963 1.42465 5.4963 1.0256 3.28408 1.62504 1.85792 0.074074 0 0.477778 0.162962 0.3 1.00741 0.403687 6.94556 1.18165 0.329631 0.344266 4.91852 0.596296 1.16746 1.71809 0.182574 2.19511 0.418518 0.0888892 1.45551 0.088889 0 0.0740741 1.77221 15.263 2.42963 2.56472 1.85185 2.88033 4.77494 1.8619 5.35185 0.433334 2.10741 2.53567 0.196296 1.52963 0.365148 0.843274 0.8 2.52469 1.29386 0.507407 1.65999 0.607408 1.11555 0.344445 0.64693 0.162963 0.272163 0.507407 1.38911 0.744446 182.296 5.05185 2.12222 0.84444 0.272165 1.08355 1.0037 1.56347 0.311111 1.27407 3.94074 3.8873 0.490655 1.91111 0.118518 0.788811 1.51111 0.544331 0.433333 0.240739 0.0888889 1.02222 0.207407 1.64655 1.24127 1.13529 1.00741 0.311111 1.3963 1.73098 1.61852 1.12963 0.074074 0.462963 44.7741 0.0296296 1.49691 1.02222 0.0296296 0.0185185 1.85891 0.107407 0.7 0.501849 0.577774 2.38889 0.211111 0.91084 2.32963 0.574134 0.172133 0.928957 1.76908 0.779363 2.62185 1.64654 1.46667 1.46667 14.8296 0.196296 0.505524 0.854184 1.26296 2.46532 1.33333 3.03132 0.299997 0.151852 0.62361 1.14074 0.151852 1.77326 0.0740741 7.54074 1.09629 46.9333 1.14342 0.136083 1.58519 18.163 0.544331 1.18634 0.344265 0.691215 0.255557 0.272164 3.78692 0.455419 1.34026 0.65828 1.84074 0.385186 1.54441 1.79815 2.27466 6.434 2.46296 0.742868 1.78471 0.418519 0.507408 0.516398 0.788889 2.98453 6.08889 0.0888892 0.574133 0.182574 0.196296 2.74074 0.349603 0.251852 12.1518 1.12963 0.72963 1.22323 0.699206 0.296296 0.720082 0.869228 1.21852 0.936898 1.29386 4.21111 1.30741 2.38519 0.907407 3.62963 2.2963 0.0629629 1.04704 2.51852 0.620633 20.9518 0.403687 3.20878 0.0740741 5.05185 0.349603 0.0629629 0.623609 0.329629 0.951853 0.0629629 0.809664 1.2 0.607407 0.952579 0.0444441 0.389682 2.12568 1.54441 0.459468 0.385185 2.82963 2.16296 0.166666 2.21111 3.87011 0.385187 0.122222 8.01852 13.7519 3.67407 0.329628 2.73861 1.22323 5.0963 0.433333 1.77778 1.31852 9.08968 0.998145 0.879815 2.11852 0.355555 2.81004 1.76383 0.459466 1.14444 11.6185 0.474074 1.0328 1.05185 0.133333 1.14074 0.0777779 1.0037 1.22927 1.70511 0.760118 0.240737 1.1 1.06284 0.711108 0 7.64444 0.544332 2.36095 0.691214 0.0296296 0.296294 0 0.172133 0.211111 0.936898 2.68518 1.50185 0.862963 0.211113 1.62963 0.666661 2.47407 0.0296301 0.172133 0.344445 0.0185186 0.646931 0.45542 1.00369 0.162963 1.74801 0.272166 0.788889 6.53679 2.42963 0.344265 1.58698 0.620633 0.843274 3.27561 0.166667 1.14445 1.26051 0.062963 0.785185 0.222222 0.418515 0.207407 0.162964 1.14342 0.136083 0.107409 1.61933 1.95978 0.240741 1.35674 0.760117 1.06284 0.327731 0.278886 84.8778 0.211111 0.507407 2.2963 0.418518 0.278887 0.421637 0.240742 0.827759 0.742868 0.118518 0.311111 0.107407 2.64074 1.14444 0.9963 1.87873 4.16296 0.462963 0.722651 688.074 0.744444 2.66667 0.490654 7.54074 1.12875 2.31111 2.09408 0.118519 1.06284 9.54444 0.699205 0.729634 1.14827 13.4963 0.459468 2.74074 2.97707 0.311111 1.48518 0.655461 0.0777778 0.862963 0.58373 0.207408 0.298142 0.522222 0.327731 0.32963 0.577778 0.623609 1.53116 0.507408 0.800003 0.0888889 0 2.319 0.32963 2.11852 6.32016 0.750308 1.21868 7.3799 1.12382 0.4 1.04704 0.547723 0.250924 0.722649 0.329632 0.298141 1.45169 7.66296 0.886108 0.477777 0.507406 0.611618 1.32358 1.71852 0.340741 1.76296 0.272165 0.607408 0.507407 2.01852 0.240741 1.34577 4.95162 0.172133 2.87777 0.151852 0.433333 0.462964 1.22963 0.952579 188.507 2.1152 0.340743 0.0296296 0.611112 0.162963 1.46667 0.151852 0.285185 0.577777 3.27778 3.4963 0.255559 0.251852 0.250924 0.207407 1.21852 1.06284 0.928958 5.5 1.52963 0.611616 0.062963 1.80944 0.0185185 0.0296296 0.107407 0.818524 0.0185185 3.70835 1.48519 2.68052 2.27792 0.490655 0.45542 0.107407 28.9074 2.06296 0.862965 3.02887 0.729627 0.0740741 0.327731 0.566667 0.3 1.24127 0 0.278887 572.996 0.327731 2.70322 0.455422 1.66889 11.8852 0.712325 1.28956 0.534027 0.062963 2.43508 1.86687 0.722648 2.04396 22.5074 0.162964 2.35388 0.062963 0.818519 1.77778 0.349603 5.95553 0.64693 267.456 2.14994 0.544331 2.65553 0.403687 1.52963 0.651852 0.551851 1.88518 1.05409 0.611111 5.49512 0.666667 1.8227 0.583731 0.151852 0.833333 0.32963 3.73333 0.172133 0.962964 1.04704 0.518519 1.06284 0 0.107407 2.04033 1.00741 0.207408 8.04447 1.48519 5.35185 0.462963 1.22323 0.54433 0.107407 0.340741 0.250924 0 1.27778 0.418519 1.12875 0.623609 1.24276 0.0185185 0.928958 0.651853 0.344265 0.490653 3.92381 0.0185185 0.329628 1.48199 0.534027 0.983192 7.86554 0.807372 2.3983 1.80637 0.0185185 17.3628 0.966091 0.760115 0.151852 0.45542 0.162962 0.0444445 0.207407 0.251852 1.57407 0.562961 1.06284 0.596295 1.67407 0 2.99382 0.433333 1.45185 4.65556 2.73861 1.00554 1.22964 1.16269 1.85185 0.699206 0.474074 3.26296 0.250924 1.73098 0.477778 0.0629631 8.74075 0.516398 2.69155 0.122222 3.64444 0.162964 1.91679 2.69705 0.0185185 0 8.21111 0.118518 2.78621 1.70945 0.118519 0.699998 1.13529 1.81353 2.40986 0 1.76908 0.474073 3.88519 0.385185 0.136083 0.998145 0.640741 18.6852 1.48199 0.760117 3.85556 2.88033 0.688531 0.0185185 15.4729 1.57407 2.64785 0.720082 1.45169 0.207407 0.574134 0.329631 2.12568 0.207407 0.389682 327.263 3.68889 0.418519 0.981307 2.90741 0.443054 1.04704 0.952579 0.474074 12.2667 0.0777778 1.26296 0.388888 0.177778 13.4519 2.55185 0.151852 0.774073 1.04704 14.063 1.12963 1.00741 0.471403 1.08355 0.207408 1.24444 0.182575 0.177779 0.951851 1.54074 0.785186 0.0296296 1.05185 0.266667 1.98606 0.462964 0.3 1.27408 0.998146 0.936898 2.27792 0.118519 3.66296 1.04172 0.655462 0.389682 1.95126 0.729626 1.55556 0.562963 8.01852 13.4963 0.122222 0.962963 99.7519 1.01111 0.443052 0.107408 0.3 0.983193 1.52023 0.32963 0.118518 2.97707 1.30668 0.133333 3.0963 0.877778 0.462963 0.574132 1.28236 1.67407 1.69203 0.77407 1.84074 1.85792 19.1363 0.207407 1.0963 2.55185 2.55966 1.14827 0.611616 0.651852 3.91111 0.062963 1.08866 1.14342 0.365148 1.01105 0.611616 2.56296 0.24074 1.97391 0.720082 1.36083 7.21852 572.996 0.562963 3.00185 1.63865 1.0256 0.133333 3.41111 0.172133 0.516398 0.182574 1.14342 0.611111 2.42963 0.928959 0.951854 0.958392 1.08355 0.349603 0.298143 0.0296296 1.70511 0.444444 0.574134 0.32963 0.196294 0.207406 0.983192 0 0.285185 5.0963 1.04704 0.311111 1.26051 0.0185185 0.251852 1.23678 4.38896 1.76296 0.166667 0.799994 1.03279 0.562963 0.107407 4.4493 0.975629 0.666666 1.4963 356.167 0.490652 0.3 0.207407 0.329629 5.27407 1.48518 1.4363 1.14342 0.577778 0 0.928958 0.729626 0.666667 4.46296 1.29386 1.12963 0.388888 1.35674 0.162963 0.750309 1.80741 1.06979 0.0296296 0.879816 0.785185 0.444444 0.862812 1.31233 0.0296296 0.122222 0.118519 2.14649 7.05556 1.4963 2.3797 0.172137 2.34074 1.22963 1.28889 2.10741 0.64693 0.166667 0.118518 0.196297 3.83213 0.918938 0.388882 0.255556 27.9741 2.21527 1.49071 2.06296 1.67 1.42075 0.0296296 0.474074 0.250924 3.44265 0.421635 0.429629 0.58373 0.8 3.67407 0.562964 3.85556 2.08433 0.0629629 1.16746 1.94444 1.57762 1.61933 0.062963 0.344265 14.3444 1.06284 1.27778 1.85792 1.42222 4.57732 1.33333 0.151852 3.18518 1.44016 1.57292 0.611111 0.172133 4.3 0.240741 0.459468 0.574134 0.928958 0.0629629 1.02017 1.30668 2.82963 0.327731 1.14342 1.05185 1.78471 0.82963 0.418515 0.833333 0.490655 0.477778 39.2629 0.196296 0.611616 0.45542 0.25185 1.38243 0.975628 4.40538 0.507408 0.785185 0.250925 0.651852 3.85556 0.699205 5.55555 1.4707 0.0888889 0.421638 0.151852 0.809664 0.429631 1.04172 1.14342 1.15556 0.133333 6.27399 0.0777782 3.09629 0.107408 2.12307 14.9676 2.23855 0.162963 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2.28518 0.365146 1.75185 59.5408 0.459468 0 1.33333 1.32777 0.596285 0.720082 2.05931 2.2771 1.71852 1.66889 16.8333 0.962963 0.522222 4.34075 0.54433 1.30741 0.774074 0.562963 0.151852 6.56296 0.742867 0.562963 0.507409 1.40741 1.54441 0.389682 2.74074 3.22963 0.862963 1.14073 0.862962 2.48924 0.82963 0 0.172133 0.344265 1.99629 152.7 0.544331 0.958394 0 4.86296 45.0852 1.7224 0.722649 0.074074 0.151852 0.952579 0.90472 0.421637 1.7224 1.99629 0.0296296 2.08078 1.69531 1.77221 0.355556 0.182574 1.21868 5.86667 0.720082 0.562963 1.59745 0.062963 1.95126 1.60554 0.874074 0.488889 0.833334 3.52399 0.0444444 0.505525 1.06979 0.843276 114.596 6.94875 0.45542 0.118518 1.96356 0.907407 6.07149 2.80806 1.14074 0.788811 1.64204 0.272166 0.574134 0.829629 21.5889 0.983192 2.16296 0.82963 488.03 0.651851 0 0.711108 1.87873 0.389682 0.107407 0.583731 0.922222 1.40502 1.06979 1.12963 1.57407 0.172133 3.06534 63.763 0.711108 0.711109 4.47917 0.207407 1.5 0 0.752773 0.0777789 0.922222 0.136083 1.42465 1.39629 0.45542 1.94074 0.551851 0.685186 7.6 0.421638 0.250924 155.322 1.21852 0.879814 0.755554 0.490653 0.403686 4.43555 0.255556 0.577776 1.26296 93.9852 0.177778 0.296296 3.71852 0.444445 1.02222 1.73845 0 3.88518 1.52963 0.122222 0.507407 0.928959 0 0.607407 0.620633 1.27802 0.166667 0.596296 0.996296 1.24722 1.04881 0.655461 0.0888888 0.211111 2.12222 1.14444 0.074074 0.122222 4.1963 1.67884 1.58518 11.8555 3.63114 0.785185 1.05185 0.062963 4.32963 0.222216 5.55645 4.34074 3.20878 2.10203 4.092 0.250924 0.340741 0 1.70741 0.207407 0.0444444 0.729631 0.490653 0.879814 3.0798 0.551853 0.443054 2.37407 0.655555 1.26491 1.37706 0.136083 2.52982 20.9222 0.077778 0.471405 0.240741 0 0.177778 1.22323 6.08889 2.41852 1.20493 0.71111 2.23524 4.54484 3.02582 1.02222 0.0777777 0.518518 1.22927 0.207407 1.52963 2.61336 0.981307 0.951852 5.72486 0.772202 0.71111 2.51882 1.48519 1.84692 1.54074 2.3797 0.711111 0.620634 0.566667 1.1879 0.596297 1.05555 1.95556 4.20741 0.774075 1.96638 0.403687 2.38902 1.78159 0.507407 1.31852 6.02963 0.772202 0.720081 8.29629 0.285185 0.712325 0.3 1.92931 0.177778 0.951851 0.211111 0.211111 0.0888889 1.87873 0.699206 1.94079 5.66296 0.166667 1.36667 2.43128 0.844445 0.699999 0.151852 0.577778 0.177777 0.0296296 3.00925 3.36296 0.062963 0.0296296 1.3499 0.562963 0.78889 0.688531 0.655553 4.96296 0.566667 4.80278 2.87407 0.752772 0.136083 1.55516 4.93363 1.18634 1.20646 2.11257 0.118518 0.118518 36.1222 2.06296 0.389682 2.01843 2.9963 2.50111 2.31111 2.48029 0.429627 0.177778 1.0037 0.651852 0.196296 1.66889 0.0296296 152.7 108.741 60.063 1.10889 0.272166 45.9556 3.17407 0.712325 0.807373 0.272166 1.58348 2.12223 0.975626 0.278887 0.490652 0.91084 0.966091 3.55556 0.266668 1.52631 1.78159 1.38243 5.79271 0.477778 1.40502 2.40755 0.444444 4.60741 0.516398 1.27407 3.19722 1.73333 0.077778 1.04704 0.278887 0.533333 0.596296 2.08078 0.0740738 48.8889 1.1 3.12963 0.389682 2.32299 0.418519 0.720082 1.66889 2.57778 1.79815 0.772202 4.32963 2.55185 3.80741 0.818518 1.32222 1.67778 0.122222 0.843274 3.14074 1.19257 19.4963 0.68853 5.64899 0.0740741 168.952 0.505525 0.122222 0.349603 0.651852 1.35185 0.151852 0.389682 2.08889 0.462963 1.16746 0.562963 0.443053 1.20493 1.52631 0.349603 1.46667 1.31852 3.27778 1.70741 0.962963 1.79712 0.329633 0.32963 14.7741 71.5111 0.785185 0.477775 2.80013 2.67845 12.5074 1.17407 0.566666 1.0963 5.28905 1.12382 1.45551 6.37407 0.296295 1.28956 1.69531 0.680412 0.462963 0.577778 0.474074 1.46692 1.3963 0.0444444 0.474074 0.162963 2.38902 1.65664 1.59745 0.779364 0.25185 2.46296 1.3499 0.907417 0 3.26296 0.688533 1.69531 0.272165 0.388889 0.177777 0 0.136083 8.04445 2.88868 10.4 1.21868 0.533333 0.488889 0.888889 0.41852 1.0963 1.22964 3.83792 0.385185 0.0777778 1.0037 0.344265 0.91084 0.062963 3.137 0.344264 0.640741 0.349603 3.08519 0.403686 1.72562 0.250924 0.888194 2.87067 0.133333 0.740742 3.67826 0.151852 5.67778 3.77778 0.38889 2.15185 0.177779 2.56472 0.172133 0.711111 1.40897 1.30668 0.240741 11.4814 0.894427 0.620633 0.327733 0.557773 70.0296 0.355555 0.34074 1.67778 0.162963 0.172133 0.182574 0.31111 0.691215 2.12655 0.162963 1.31852 0.355557 5.18889 1.44074 0.355556 1.0037 1.9 0.0629629 0.800464 121.244 0.655555 3.55556 0.742867 6.41852 0.730296 0.607407 2.13958 0.418519 1.31092 70.1963 0.918936 18.9222 2.16795 27.2445 0.928959 0.533333 0.421638 1.01111 23.8852 1.02017 0.311111 5.00741 0.720082 0.829628 0.501848 0.477777 0.327733 1.54074 0.962963 0.349603 1.47196 0.285185 0.207406 0.177778 0 2.52689 0.651852 45.0852 8.66859 2.48924 3.12694 0.344265 1.26491 1.84074 0.860663 2.10467 0.712325 0.574133 1.27408 0.646929 1.40897 32.1185 1.0256 50.0741 1.24444 1.22474 2.2575 3.01111 0.374074 2.35556 0.344265 1.48519 0.566667 1.21852 0.388889 3.34442 0.443052 0.272166 1.18518 0.122222 0.385185 0.255555 0.877778 2.45327 889.363 3.50713 0.518519 0.0444444 0.107408 0.385187 1.02222 0.062963 0.074074 0.907407 63.3518 6.61111 0.107409 0.151852 0.344265 0.162963 38.5519 1.69967 1.99351 0.874073 1.0963 0.781735 0.062963 2.09408 0.374074 0.0740741 0.151852 0.700002 0.196296 3.19722 3.68889 1.5456 2.24763 0.403687 0.136082 0.151852 1.0963 5.51111 1.45556 7.93212 0.740741 0.151852 1.22323 1.18889 0.0185185 0.172133 0 0.172133 1386.33 0.544331 1.97109 1.34026 2.45327 6.2963 0.490653 0.928958 1.04704 0.0629629 3.21109 2.11521 1.08355 1.24127 10.1074 1.04074 2.76017 0.0296297 0.251852 0.177777 0.720081 0.844444 1.7224 205.363 1.35674 0.960324 3.08401 0.403687 0.61111 0.240741 3.94074 210.922 1.29386 0.162963 5.79527 1.34577 0.827759 1.62504 0.651852 1.6 0.196296 7.18889 0.172133 0.774074 1.14342 1.05185 1.31092 0 0.522222 3.59269 1.54445 0.385185 3.8963 5.0963 1.02222 0.577778 0.501848 1.26491 0.107407 0.566666 0.45542 0 2.28519 0.444444 0.834444 1.35674 2.0548 0.0296296 1.31234 1.30741 0.534027 0.272164 0.760117 6.24075 0.71111 1.08866 0.574134 0.918936 12.33 0.854184 3.69985 1.3444 0.0296296 0.904721 0.816495 0.952579 0.0629629 0.389683 1.15555 0.133333 0.0740739 1.67778 2.87407 0.744447 1.69531 1.54444 2.4 0 3.12279 0.611111 2.96667 94.9185 2.80013 1.64204 1.57408 1.49691 3.26296 0.72265 0.907408 2.43333 0.210818 1.48573 0.266667 0.151852 28.5074 0.408248 2.33571 0.607407 1.57407 1.04074 1.78886 2.27466 0.0185185 0 1.21852 0.166667 1.26491 4.14417 0.122222 0.477778 0.836659 1.25904 2.62255 0 0.278887 0.829626 114.596 0.4 0.272165 1.12382 2.15185 37.5 3.35824 1.02017 9.21852 2.87067 0.655462 0.151852 8.37302 3.0963 3.46677 0.421637 1.10386 1.02222 1.42465 0.666667 3.42161 0.122222 0.327731 62.0185 2.03333 0.833334 1.09036 2.56296 0.928958 0.836659 0.620633 4.38519 6.88889 0.151852 1.44074 0.533334 1.14074 6.86296 0.507408 0.162963 2.55185 0.836659 1.27778 0.596297 3.85555 10.0148 0.91084 0.488891 3.85185 0.327731 0.696294 1.6 0.255556 5.54076 0.0296296 12.5778 0.0777777 1.86984 0.488889 1.7963 2.81852 0.816497 1.79815 2.24763 0.0888889 0.0740739 0.779363 0.75031 0.64693 1.36083 0.374079 0.133333 0.3 14.7741 0.862962 0.151852 0.951852 151.689 0.933333 0.210818 0.551855 1.06667 2.81004 1.81046 0.933332 0.0740741 2.15424 1.08866 0.0740741 2.56296 3.2445 84.5963 0.772203 3.07439 4.38519 1.38243 1.04074 0.551852 2.84149 31.7136 0.474074 1.05185 0.507408 3.02153 2.85514 0.781735 0.151852 9.26296 44.3741 1.00554 0.490653 1.22474 1.29386 1.95126 8.50741 2.5963 2.90338 5.42593 1.08866 5.85556 1386.33 0.3 2.77088 1.10889 2.29008 1.22963 2.16667 0.172133 0.408248 0.272166 0.344266 131.807 3.15556 1.13039 1.55556 0.646929 1.63299 0.8165 0.327731 0.0777779 1.21868 0.474074 0.860663 0.933332 1.01111 0.355555 0.389682 0 0.488889 1.12963 1.51168 1.01111 1.25462 0.107407 1.67778 25.5375 7.36055 3.4963 0.474074 0.488889 1.70837 1.86666 0.151852 2.319 1.10387 0.54433 5.61852 662.355 0.557774 7.61852 0.0629629 0.32963 0.829629 1.58519 1.37841 0.886107 0.399999 0 0.894428 0.374079 0.551853 4.65185 1.18634 1.70741 0.700002 0.750309 0.062963 1.09545 91.3222 2.94895 0.166667 0.772202 3.21852 0.211111 0.583729 0.699206 0.0296296 0.0629629 0.118519 1.32777 4.65556 19.0074 0.750308 0.64693 5.86667 5.91111 0.418522 2 0.712326 0.285185 0.166667 0.418519 2.17818 0.918938 0.488884 0.207407 59.4963 3.01601 2.29411 0.133333 2.61336 0.516399 0.0185185 0.72963 0.557773 1.80944 0.72265 1.27778 0.534027 0.951852 0.785185 1.33334 9.21852 2.32618 0.0333333 1.70945 53.5889 2.97396 0.772202 0.0740741 0.250924 1.66296 0.557774 2.28519 2.84149 0.951853 0.389682 1.97484 0.311111 7.18518 0.544332 2.93636 131.807 0.172133 1.1 0.577778 0.516398 1.33333 0.860663 0.151852 2.53348 3.00863 0.862964 0.586896 2.03761 2.16297 7.71338 0.355556 1.27777 0.951852 0.752773 1.71852 0.251852 0.074074 0.547723 0.344265 0.118519 1.01105 0.365148 0.278888 0.0888892 1.24444 0.250924 1.14444 9.21852 0.918936 99.6333 1.16905 0.211111 0.620633 0.374074 1.25904 1.85182 1.8429 1.42075 0.785185 0.107407 7.6809 90.8296 4.37407 1.14074 1.04881 17.5471 2.88868 0.0296297 1.68889 0.800462 0.118519 0.118519 1.16746 17.3667 3.18518 3.12457 0.133333 0.800463 4.95947 0.658281 0.272164 0.211111 1.5408 1.08355 5.67516 1.8074 2.35467 0.699204 3.48754 1.33333 0.355555 1.01111 0.742867 1.90516 1.10387 0.742868 0.151852 0.172133 0.0333333 0.151852 0.107408 0.490653 0.712325 1.04172 0.418518 1.71852 0.752773 0.118518 1.58519 0.207406 0.062963 1.28956 0.222219 0.922222 0.772203 0.0777778 0.785184 2.0548 1.57408 0.799999 5.75185 1.74696 4.07158 2.46456 1.36296 1.44075 0.607412 0.133333 0.3 0.211111 0.62361 0.062963 0.772202 4.03687 4.30504 53.2444 0.433333 1.53116 3.02153 0.196295 0.933333 0.507408 0.0296296 1.48574 0.403687 7.57407 2.74074 0.389682 1.20646 0.551852 2.68519 1.04074 7.07316 0.562963 3.76667 0.547723 3.27561 1.8963 0.655558 0.0629634 0.888889 1.99629 1.30668 1.11555 0.166667 2.35556 103.763 2.12222 0.062963 0.0296296 0.250925 0.488888 0.311111 0.712325 1.18634 0.222222 0.0888889 0.403687 0 1.61475 2.67845 0.0629629 2.45553 0.162963 0.658281 2.28518 0.611616 1.56347 2.2963 3.18518 0.680414 0.062963 0.547722 1.75185 27.3334 0.632455 2.11851 1.04881 0.477778 2.74604 4.00786 0.34074 73.0963 2.0512 0.50185 0.418517 0.632455 0.785185 1.61852 1.98519 4.04237 2.56183 0.490654 0.488889 0.0296296 0.8 -1.58946e-08 0.285185 0.311111 2.25185 0.107407 1.89737 2.6963 0.403687 0.666667 0.298143 0.854183 0.285185 3.45554 0.272165 0.0740741 1.29529 1.73098 0.918937 0.562963 0.107407 1.59745 0.779362 9.14074 5.05185 0.712325 3.16696 1.14988 1.0963 0.182574 0.490653 2.82581 31.0222 0.266666 0.8 1.14075 1.16746 0.327731 0.0777778 59.6296 0.888889 123.037 43.5926 49.5926 49.3333 17.7407 5.40741 21.3333 21.4444 26.5185 0.37037 0.037037 63.2222 6.44444 1.22222 19.5926 54.9259 47.8519 47.963 0.555556 5.92593 6.18518 112.963 5.77778 8.33333 1.59259 51.2963 110.185 14.3704 17.5185 3.03704 1.81481 21.3704 12.5185 14.7407 19.2222 5.55556 3.40741 0.037037 25.8889 1.25926 18.3333 10.5185 1.14815 1.51852 12.0741 61.6296 1.07407 8.18519 26.7407 22.963 141.556 12.5185 55.6667 0.703704 26.4444 113.185 0 49.8148 50.6667 61.2593 15.5185 8.85185 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28 26 38 8 147 8 13 7 38 35 49 26 22 141 3 65 5 2 2 139 20 25 30 70 58 69 24 2 47 15 30 63 68 6 84 11 11 26 0 0 79 3 72 56 28 3 5 16 25 6 7 45 45 59 14 146 20 15 12 13 85 43 18 30 65 17 22 1 8 10 18 50 27 27 49 17 18 67 141 17 27 26 0 3 23 27 142 0 7 50 27 128 13 28 21 8 56 126 7 9 11 0 30 8 25 138 56 1 25 23 3 128 55 3 115 59 20 32 57 40 69 73 0 49 47 125 4 30 125 6 6 8 139 141 67 139 28 0 62 140 40 37 74 57 142 21 21 35 9 20 67 75 10 60 18 141 53 9 37 146 65 28 0 0 9 3 61 41 6 22 89 26 69 0 32 139 33 8 12 60 11 9 17 59 42 71 23 4 37 27 69 36 77 25 18 145 6 7 2 39 27 7 1 34 126 70 19 10 38 1 5 118 17 8 41 5 34 70 38 24 27 133 73 140 24 24 119 30 8 47 1 41 8 33 53 7 38 18 21 58 6 22 82 45 29 28 147 28 7 9 22 7 3 21 43 126 132 145 73 58 48 1 71 76 7 11 48 29 129 62 3 26 146 18 75 65 7 22 41 27 67 141 1 59 43 60 9 139 30 20 29 19 79 54 45 13 79 7 61 17 125 20 28 1 141 3 54 11 17 24 53 56 19 138 24 4 25 11 19 48 145 121 28 0 3 22 20 11 61 7 8 64 54 23 7 142 28 27 43 54 60 126 34 91 132 29 8 16 9 19 119 78 32 0 74 147 20 11 56 17 143 74 7 26 51 18 8 141 14 8 71 76 0 6 0 19 31 36 46 130 31 9 145 28 2 140 3 115 64 62 147 7 15 44 22 12 64 69 0 7 11 44 141 31 10 21 31 139 42 74 4 60 37 13 29 3 19 30 74 30 75 24 41 59 7 24 63 12 11 0 12 7 28 134 49 17 22 64 26 129 61 145 74 5 142 3 140 17 23 7 141 143 150 49 79 76 34 8 52 19 42 126 51 61 4 23 7 24 48 26 26 11 122 70 47 21 26 47 12 58 6 11 16 6 7 58 40 25 67 7 9 46 79 130 24 29 20 123 65 59 129 20 3 5 24 138 73 140 58 145 26 2 4 141 36 19 17 12 34 71 8 19 146 7 86 124 5 129 0 145 68 142 43 3 5 68 24 22 146 122 7 3 7 73 24 76 71 49 45 27 70 27 130 17 21 0 78 20 5 55 41 11 11 24 27 47 132 57 25 68 4 132 149 14 31 36 71 5 24 44 28 28 2 45 145 8 1 57 6 8 2 0 18 29 2 72 24 79 20 56 69 40 25 20 9 21 38 40 140 142 60 6 67 77 128 54 52 140 122 6 15 23 22 23 73 25 30 0 23 0 7 119 42 4 18 9 1 3 23 73 33 75 75 6 55 47 3 128 9 66 60 26 150 29 26 142 5 2 14 69 52 23 25 141 74 2 7 "region-centroid-col" "region-centroid-row" "region-pixel-count" "short-line-density-5" "short-line-density-2" "vedge-mean" "vegde-sd" "hedge-mean" "hedge-sd" "intensity-mean" "rawred-mean" "rawblue-mean" "rawgreen-mean" "exred-mean" "exblue-mean" "exgreen-mean" "value-mean" "saturation-mean" "hue-mean" "class" "int0" "double1" "int2" "double3" "class" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "nominal:brickface,sky,foliage,cement,window,path,grass"