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Test.csv
| # | mass_npea | size_npear | malign_ratio | damage_size | exposed_area | std_dev_malign | err_malign | malign_penalty | damage_ratio |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 4946.44 | 914.06 | 0.18479 | 54.5566 | 662834.4535 | 67.0525 | 2301.76 | 22 | 41.9554 |
| 2 | 5613.85 | 1629.12 | 0.29019 | 51.5524 | 784227.1281 | 80.1986 | 3235.0 | 48 | 40.741 |
| 3 | 12421.1 | 3062.41 | 0.24654 | 154.156 | 1763574.7673 | 186.859 | 4684.63 | 63 | 29.4778 |
| 4 | 6830.77 | 2457.66 | 0.35979 | 56.8995 | 929662.2875 | 92.7361 | 3211.93 | 42 | 38.5027 |
| 5 | 33407.8 | 12353.6 | 0.36978 | 219.074 | 4595871.2514 | 493.337 | 13389.36 | 187 | 26.8449 |
| 6 | 6537.91 | 2445.18 | 0.374 | 65.408 | 927058.8783 | 90.0088 | 2328.18 | 62 | 40.8488 |
| 7 | 20024.1 | 6535.64 | 0.32638 | 248.83599999999998 | 2785402.1252 | 321.599 | 5503.08 | 90 | 23.3107 |
| 8 | 7053.63 | 2307.19 | 0.32709 | 75.8983 | 960587.0614 | 101.24 | 3805.43 | 32 | 36.0665 |
| 9 | 9160.69 | 3429.69 | 0.37439 | 92.4198 | 1286094.0156 | 127.507 | 3870.09 | 33 | 35.4892 |
| 10 | 14982.8 | 3750.16 | 0.25029 | 187.983 | 2116549.1405 | 211.132 | 5704.06 | 64 | 22.9061 |
| 11 | 8464.43 | 2579.35 | 0.30472 | 96.8429 | 1104012.1945 | 134.901 | 4081.35 | 87 | 36.3166 |
| 12 | 7357.55 | 2056.81 | 0.27955 | 58.3958 | 1055789.8185 | 88.3426 | 2571.92 | 29 | 40.1112 |
| 13 | 9690.94 | 3831.46 | 0.39536 | 59.9896 | 1352113.3642 | 147.408 | 3899.9 | 43 | 36.6593 |
| 14 | 8836.4 | 1655.96 | 0.1874 | 80.112 | 1263781.8877 | 104.12799999999999 | 3917.25 | 19 | 35.016 |
| 15 | 6875.93 | 2383.79 | 0.34668000000000004 | 73.1866 | 975717.9258 | 92.7814 | 3201.12 | 29 | 37.8342 |
| 16 | 10993.7 | 3642.21 | 0.33129000000000003 | 114.87799999999999 | 1572241.6934 | 153.019 | 3988.91 | 64 | 34.207 |
| 17 | 12108.6 | 4266.53 | 0.35235 | 85.5534 | 1669081.395 | 172.56799999999998 | 4848.4 | 134 | 28.5528 |
| 18 | 8975.46 | 3503.84 | 0.39037 | 96.4804 | 1217244.6766 | 150.856 | 3893.39 | 71 | 35.8891 |
| 19 | 6076.25 | 1240.07 | 0.20407999999999998 | 54.8139 | 831175.4433 | 76.2011 | 2902.04 | 17 | 46.5464 |
| 20 | 13884.3 | 2980.99 | 0.2147 | 174.46200000000002 | 1982702.4464 | 223.80200000000002 | 4782.13 | 76 | 27.601 |
| 21 | 23372.6 | 5394.91 | 0.23081999999999997 | 318.199 | 3217488.966 | 398.72900000000004 | 6234.09 | 154 | 19.8235 |
| 22 | 8741.9 | 4272.24 | 0.4887 | 83.39200000000001 | 1088160.7377 | 163.209 | 2322.07 | 68 | 40.6435 |
| 23 | 12812.3 | 3953.41 | 0.30856 | 110.12799999999999 | 1761343.9639 | 166.75099999999998 | 4891.25 | 111 | 29.7926 |
| 24 | 13669.0 | 4133.62 | 0.3024 | 154.727 | 1869596.0048 | 215.36900000000003 | 5371.89 | 15 | 46.5464 |
| 25 | 5286.39 | 1443.71 | 0.27309 | 44.9377 | 714637.3665 | 85.0259 | 2889.41 | 17 | 41.6406 |
| 26 | 8820.9 | 3424.3 | 0.3882 | 71.2976 | 1213239.1506 | 138.514 | 3514.41 | 27 | 36.5319 |
| 27 | 10778.2 | 2941.04 | 0.27286 | 115.535 | 1512797.5157 | 159.683 | 4356.31 | 66 | 32.6162 |
| 28 | 8538.34 | 2618.4 | 0.30666 | 87.4729 | 1188538.8598 | 119.24 | 3193.79 | 22 | 37.1254 |
| 29 | 18039.5 | 5294.96 | 0.29352 | 200.78599999999997 | 2580585.0816 | 285.277 | 5995.38 | 260 | 21.7576 |
| 30 | 14760.8 | 6054.4 | 0.41016 | 172.507 | 2041818.6695 | 273.306 | 4844.7 | 175 | 29.2519 |
| 31 | 9498.06 | 2212.38 | 0.23292 | 104.302 | 1304494.199 | 147.688 | 4012.4 | 40 | 34.0345 |
| 32 | 6378.66 | 2015.17 | 0.31592 | 54.1946 | 864205.0368 | 91.8683 | 3260.73 | 11 | 39.4752 |
| 33 | 13094.1 | 4373.14 | 0.33397 | 162.82 | 1811572.8562 | 187.975 | 4883.63 | 77 | 28.4577 |
| 34 | 19109.1 | 7237.9 | 0.37876 | 201.998 | 2643906.4748 | 322.04200000000003 | 5938.54 | 168 | 22.603 |
| 35 | 5373.68 | 1756.98 | 0.32696 | 63.2822 | 711039.1982 | 77.8046 | 2719.86 | 48 | 40.5712 |
| 36 | 6227.78 | 2098.39 | 0.33694 | 58.5209 | 879221.8862 | 83.6382 | 2721.87 | 53 | 40.9168 |
| 37 | 7941.89 | 2412.41 | 0.30375 | 83.4498 | 1125958.0006 | 112.64299999999999 | 3896.23 | 40 | 35.0325 |
| 38 | 7732.84 | 1452.17 | 0.18779 | 63.7696 | 1057080.4375 | 82.4662 | 2912.28 | 22 | 39.5665 |
| 39 | 8821.03 | 2298.11 | 0.26052 | 86.4157 | 1258232.9333 | 115.274 | 3989.1 | 2 | 33.9552 |
| 40 | 12710.1 | 4331.45 | 0.34078 | 130.99 | 1829596.8992 | 173.949 | 4879.19 | 74 | 29.0235 |
| 41 | 11413.3 | 5193.76 | 0.45506 | 98.9199 | 1608230.4012 | 177.947 | 4710.78 | 108 | 36.9103 |
| 42 | 13543.3 | 3212.75 | 0.23722 | 179.149 | 1919852.0548 | 196.338 | 5583.8 | 68 | 23.7222 |
| 43 | 12318.6 | 2523.64 | 0.20486 | 150.493 | 1676780.465 | 193.993 | 4861.05 | 139 | 29.8583 |
| 44 | 8809.5 | 2695.97 | 0.30601999999999996 | 104.44200000000001 | 1243926.2313 | 112.81 | 4049.95 | 100 | 33.4924 |
| 45 | 15343.5 | 3430.02 | 0.22354000000000002 | 201.37099999999998 | 2119846.8866 | 246.584 | 5092.23 | 122 | 25.9791 |
| 46 | 8651.07 | 2284.87 | 0.26411 | 73.8185 | 1187447.3543 | 100.667 | 3734.34 | 86 | 33.0129 |
| 47 | 9065.45 | 3362.87 | 0.37095 | 118.88799999999999 | 1262972.5099 | 158.70600000000002 | 3870.22 | 69 | 34.608000000000004 |
| 48 | 22671.5 | 6791.78 | 0.29957 | 306.599 | 3127733.8201 | 355.635 | 6359.95 | 93 | 17.5742 |
| 49 | 9210.46 | 4245.95 | 0.46098999999999996 | 85.0899 | 1146492.4041 | 164.734 | 3140.6 | 102 | 37.691 |
| 50 | 8712.43 | 2766.76 | 0.31756 | 100.936 | 1195261.3887 | 146.145 | 3331.27 | 21 | 36.1141 |
| 51 | 8893.49 | 3028.46 | 0.34052 | 78.4157 | 1273898.0911 | 126.02600000000001 | 3716.66 | 25 | 34.7819 |
| 52 | 5800.94 | 1898.93 | 0.32734 | 53.5386 | 794389.0948 | 86.55799999999999 | 2396.8 | 94 | 41.4551 |
| 53 | 12918.2 | 4433.15 | 0.34317 | 166.459 | 1814435.8066 | 227.078 | 4951.8 | 158 | 27.8651 |
| 54 | 8762.68 | 3092.21 | 0.35288 | 66.1319 | 1297418.9879 | 126.01700000000001 | 3185.42 | 87 | 38.2575 |
| 55 | 5708.73 | 1455.01 | 0.25487 | 40.2657 | 783719.2645 | 92.1175 | 3238.05 | 23 | 39.9028 |
| 56 | 6014.0 | 2169.43 | 0.36072 | 40.6266 | 813707.0834 | 98.6446 | 2012.06 | 17 | 41.7829 |
| 57 | 7031.59 | 2403.2 | 0.34176999999999996 | 64.1508 | 962627.7170000001 | 98.6352 | 3286.68 | 26 | 38.3653 |
| 58 | 13056.7 | 2714.13 | 0.20786999999999997 | 170.19400000000002 | 1759440.2174 | 218.602 | 4809.38 | 101 | 28.174 |
| 59 | 7740.0 | 2193.57 | 0.2834 | 82.2737 | 1045155.943 | 110.936 | 3631.23 | 10 | 37.1571 |
| 60 | 8798.85 | 2680.5 | 0.30464 | 100.771 | 1235146.0446 | 140.826 | 4181.7 | 82 | 33.4164 |
| 61 | 7741.74 | 1410.63 | 0.18220999999999998 | 62.6124 | 1059616.1902 | 88.6632 | 3628.25 | 33 | 36.5069 |
| 62 | 11565.8 | 3717.63 | 0.32143 | 100.91 | 1626585.1962 | 164.55700000000002 | 4356.78 | 77 | 36.9103 |
| 63 | 5260.47 | 1296.13 | 0.24639 | 54.2269 | 728565.9286 | 76.2364 | 2586.48 | 28 | 41.128 |
| 64 | 8286.78 | 2122.59 | 0.25614000000000003 | 63.6153 | 1179537.1179 | 93.9772 | 3329.49 | 7 | 36.746 |
| 65 | 8061.26 | 2664.79 | 0.33055999999999996 | 67.6833 | 1098795.7113 | 107.789 | 3463.94 | 43 | 37.6456 |
| 66 | 22893.7 | 6446.15 | 0.28156 | 295.936 | 3174680.276 | 371.92699999999996 | 6267.71 | 93 | 17.7532 |
| 67 | 9064.92 | 2678.18 | 0.29544000000000004 | 104.15100000000001 | 1289318.3433 | 139.656 | 3793.67 | 78 | 33.7953 |
| 68 | 7664.52 | 3330.27 | 0.4345 | 83.0735 | 1086596.7134 | 122.206 | 3291.87 | 44 | 37.4667 |
| 69 | 10914.2 | 3544.55 | 0.32476 | 121.18299999999999 | 1512280.5265 | 169.105 | 4521.57 | 130 | 31.2103 |
| 70 | 4958.75 | 1746.76 | 0.35225 | 44.5896 | 700445.4975 | 69.2179 | 1967.59 | 9 | 42.5458 |
| 71 | 8511.79 | 2398.1 | 0.28173000000000004 | 77.4256 | 1188360.3076 | 111.649 | 4036.08 | 38 | 36.164 |
| 72 | 10106.8 | 2666.76 | 0.26385 | 106.027 | 1429400.7416 | 150.031 | 4001.37 | 37 | 33.0875 |
| 73 | 7133.85 | 2285.43 | 0.32036 | 64.161 | 1033485.5390000001 | 88.5247 | 4687.9 | 40 | 40.6267 |
| 74 | 9314.47 | 2375.39 | 0.25501999999999997 | 96.2843 | 1324820.7462 | 133.725 | 3625.1 | 122 | 35.8642 |
| 75 | 11447.5 | 5004.78 | 0.43718999999999997 | 99.1942 | 1594917.3417 | 176.44400000000002 | 3906.41 | 27 | 35.4995 |
| 76 | 11572.7 | 4179.89 | 0.36118 | 116.62299999999999 | 1640031.5579 | 167.93400000000003 | 4549.88 | 145 | 27.1742 |
| 77 | 5696.09 | 2040.73 | 0.35825999999999997 | 41.0031 | 777875.1544 | 84.7738 | 1936.98 | 23 | 41.4094 |
| 78 | 9061.57 | 3223.02 | 0.35568 | 90.2242 | 1273356.188 | 135.572 | 3286.93 | 25 | 37.5893 |
| 79 | 11931.9 | 2820.54 | 0.23638 | 88.4978 | 1669475.7139 | 149.371 | 4750.62 | 148 | 30.8437 |
| 80 | 8022.0 | 1646.06 | 0.20519 | 73.2981 | 1148755.4217 | 110.29 | 4042.87 | 104 | 34.9551 |
| 81 | 11108.6 | 2921.28 | 0.26297 | 137.66899999999998 | 1527121.2212 | 155.95 | 4467.79 | 87 | 31.4547 |
| 82 | 4933.54 | 926.26 | 0.18774000000000002 | 35.8132 | 672926.6571 | 51.6331 | 1955.83 | 17 | 43.5797 |
| 83 | 6283.08 | 1178.83 | 0.18761 | 60.8273 | 866904.1806 | 79.6276 | 2697.1 | 41 | 39.1521 |
| 84 | 4079.57 | 1114.3 | 0.27314 | 36.5191 | 583049.0079999999 | 47.5697 | 1802.88 | 11 | 44.3077 |
| 85 | 4836.17 | 1030.75 | 0.21313000000000001 | 41.4672 | 673064.9745 | 50.0306 | 1916.1 | 12 | 43.5867 |
| 86 | 11004.6 | 3748.53 | 0.34063000000000004 | 113.10700000000001 | 1527685.6848 | 159.804 | 4298.27 | 74 | 33.5508 |
| 87 | 16377.6 | 5987.35 | 0.36558 | 191.13099999999997 | 2255406.2416 | 258.312 | 4848.39 | 159 | 28.1317 |
| 88 | 12886.7 | 4500.99 | 0.34926999999999997 | 162.708 | 1788152.459 | 220.542 | 4802.51 | 121 | 28.5195 |
| 89 | 7960.91 | 2430.52 | 0.3053 | 62.3989 | 1117604.413 | 104.118 | 3517.02 | 20 | 37.3383 |
| 90 | 9110.75 | 2865.13 | 0.31446999999999997 | 89.6537 | 1237168.6282 | 121.745 | 3836.15 | 39 | 35.3924 |
| 91 | 8989.12 | 3292.32 | 0.36625 | 71.3038 | 1256137.5641 | 130.032 | 3741.37 | 84 | 35.7533 |
| 92 | 12069.4 | 3659.61 | 0.30321 | 139.936 | 1685066.4763 | 170.8 | 4221.43 | 41 | 31.250999999999998 |
| 93 | 8465.78 | 4099.99 | 0.4843 | 84.1988 | 1186263.5709 | 138.83700000000002 | 3495.27 | 89 | 36.345 |
| 94 | 4064.89 | 1303.24 | 0.3206 | 37.1042 | 551691.7109 | 49.9993 | 1399.52 | 16 | 44.4045 |
| 95 | 8356.63 | 2323.07 | 0.27799 | 83.9072 | 1179213.9081 | 112.975 | 4022.57 | 33 | 34.69 |
| 96 | 5660.8 | 1423.07 | 0.25139 | 63.46 | 708548.1775 | 87.484 | 3092.6 | 16 | 39.4155 |
| 97 | 6707.34 | 1901.69 | 0.28352 | 57.4265 | 944738.21 | 89.4525 | 3166.71 | 30 | 38.42 |
| 98 | 8440.54 | 2640.28 | 0.3128 | 65.7063 | 1129824.9456 | 119.70299999999999 | 3965.51 | 53 | 35.6785 |
| 99 | 6045.6 | 2002.51 | 0.33123 | 71.9403 | 846559.6864 | 85.2126 | 3795.47 | 72 | 37.9802 |
| 100 | 6857.19 | 2293.52 | 0.33446 | 48.5066 | 883792.3764 | 102.25399999999999 | 2685.86 | 32 | 42.9553 |