You are working with the text-only light edition of "H.Lohninger: Teach/Me Data Analysis, Springer-Verlag, Berlin-New York-Tokyo, 1999. ISBN 3-540-14743-8". Click here for further information.
| You are working with the text-only light edition of "H.Lohninger: Teach/Me Data Analysis, Springer-Verlag, Berlin-New York-Tokyo, 1999. ISBN 3-540-14743-8". Click here for further information.
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| See also: List of Data Sets |   |
This data set contains data on 81 different samples of gasoline, drawn from petrol stations in Germany. The variables are comprised of integrated NMR ranges and the relative octane number (ROZ). Data set by courtesy of Reinhard Meusinger. R. Meusinger, R. Moros Application of Genetic Algorithms and Neural Networks in Analysis of Multicomponent Mixtures by NMR-Spectroscopy, in J. Gasteiger (Ed.) Software Development in Chemistry, 10, Gesellschaft Deutscher Chemiker, Frankfurt (1996) 209 Int. 1 Int. 2 Int. 3 Int. 4 Int.5 Int.6 Int.7 Int.8 Int.9 Int.10 Int.11 Int.12 Int.13 ROZ 5.1 36.0 315.9 77.7 0.6 37.3 10.7 44.9 378.3 90.4 297.8 540.7 1136.8 96.6 5.4 66.7 425.8 64.6 0.8 3.8 5.9 39.6 463.3 65.5 268.2 527.8 1115.8 96.5 3.1 69.6 423.3 56.1 0.6 3.7 4.0 37.6 466.4 56.1 245.8 522.8 1080.3 96.6 4.4 59.4 442.4 75.0 0.5 3.8 6.6 47.6 498.1 72.6 292.8 512.5 1001.2 97.0 2.2 75.7 445.3 59.0 0.6 3.6 2.8 36.3 489.4 55.9 243.8 521.1 1058.4 96.8 5.1 43.8 435.3 84.0 0.2 2.9 8.0 51.9 463.8 76.3 334.6 523.6 1066.6 96.5 4.8 52.0 421.4 70.4 0.4 3.6 7.0 46.7 465.2 68.6 284.8 498.8 988.5 96.6 5.5 73.6 473.0 54.4 0.5 3.2 5.4 44.3 519.1 62.9 235.2 499.2 972.4 96.6 4.4 41.5 412.0 78.0 0.1 3.0 8.3 50.9 440.9 74.0 321.7 504.4 1028.1 96.5 5.7 80.5 474.6 76.7 0.6 3.7 4.5 43.3 531.6 72.7 273.6 508.7 994.0 97.2 3.4 66.4 415.9 77.2 0.5 4.4 4.7 40.9 479.4 76.6 283.4 505.8 1052.5 97.0 8.3 35.1 383.6 50.7 0.3 26.4 8.8 54.3 427.9 58.5 263.1 562.9 1079.9 96.0 9.5 62.1 476.6 31.7 0.1 41.5 12.3 73.6 505.2 47.6 245.1 567.9 828.0 96.6 6.6 26.3 405.9 65.5 0.0 10.4 9.2 55.3 455.7 80.6 286.7 538.9 1083.0 96.6 7.0 23.7 404.8 70.1 0.3 18.6 9.0 53.4 439.0 80.9 291.2 530.1 1040.6 96.8 7.4 20.8 384.8 72.3 0.0 7.5 9.2 51.0 424.1 84.6 296.5 536.3 1116.7 96.6 7.2 72.0 619.0 12.2 0.6 64.7 5.5 60.0 697.5 18.5 102.6 437.7 647.7 98.7 6.7 74.8 530.4 16.3 1.0 76.9 5.9 49.1 579.7 18.8 116.2 436.3 783.5 99.1 6.2 61.4 436.7 23.4 0.7 85.8 6.5 46.7 497.2 31.0 150.7 449.4 920.7 98.9 5.8 74.2 470.3 15.9 2.3 76.2 4.2 43.3 521.0 16.9 124.1 454.5 861.4 98.9 6.9 48.5 501.5 58.0 0.1 9.3 4.2 50.7 579.1 48.1 237.4 403.1 979.4 99.3 6.8 62.7 502.7 23.5 0.2 48.7 12.7 49.5 547.0 23.2 156.6 441.5 890.5 99.1 8.8 54.2 492.6 37.6 0.2 66.2 16.4 54.1 532.5 34.3 182.8 396.9 809.0 99.2 4.3 81.2 506.0 17.5 1.8 65.4 4.0 45.2 572.3 16.9 132.7 478.9 906.2 99.0 8.2 47.2 493.2 54.2 0.1 12.2 5.0 52.3 574.7 46.0 228.5 391.0 944.6 99.4 5.3 73.3 525.6 16.2 0.6 46.0 13.0 45.9 552.6 19.1 150.2 473.2 889.6 98.3 4.4 79.2 483.9 10.4 1.5 53.7 3.1 39.9 531.2 10.9 109.9 466.8 893.7 98.3 6.5 65.8 495.3 28.5 0.3 50.9 15.9 42.4 511.7 28.0 174.7 412.5 855.5 99.4 5.0 48.5 432.3 35.6 0.4 82.1 3.9 41.7 467.3 31.4 173.4 430.4 923.0 99.1 3.3 63.9 436.2 25.9 0.4 114.7 2.8 38.5 452.7 30.2 133.8 442.0 841.5 99.2 10.6 5.1 368.0 20.6 0.2 81.7 10.4 46.5 386.1 35.8 153.4 520.4 1180.4 97.9 9.1 14.7 384.6 22.1 0.3 90.1 9.1 45.8 404.2 35.2 157.7 531.3 1182.1 98.4 6.0 74.5 422.6 76.7 0.0 0.2 5.8 47.9 465.6 98.1 338.6 614.3 964.5 94.9 8.0 22.5 258.2 112.4 0.3 6.1 14.1 48.2 300.6 128.0 400.6 574.9 1223.2 93.8 13.8 23.8 310.0 169.0 1.6 4.7 26.0 71.9 393.6 156.2 492.3 526.2 912.1 95.4 5.9 30.5 201.5 130.1 0.1 22.1 18.4 39.0 251.4 140.8 429.8 588.4 1226.1 94.3 4.1 45.9 312.2 51.8 0.1 2.8 9.0 42.9 360.3 80.1 326.6 600.5 1218.5 93.4 6.2 62.4 366.4 37.7 0.0 4.3 5.4 41.1 398.9 56.4 306.9 659.1 1232.7 93.3 5.5 37.4 344.2 66.1 0.9 2.0 10.9 45.1 409.9 85.6 288.4 630.2 1116.4 93.5 5.4 53.4 341.0 42.1 0.0 4.5 5.2 39.0 375.4 61.4 305.0 616.6 1210.4 93.5 14.1 36.6 298.9 79.9 0.2 0.2 16.9 67.4 394.6 101.8 364.9 659.6 1168.7 93.8 7.0 19.7 242.9 101.3 0.2 3.9 14.9 47.9 292.3 133.2 421.9 573.5 1261.4 94.0 10.2 25.4 303.7 92.6 0.3 4.2 19.2 63.7 369.2 125.6 380.4 606.6 1132.8 94.0 4.3 28.9 246.6 105.1 0.5 12.5 12.3 43.3 303.4 131.2 402.0 591.0 1205.0 94.4 3.3 78.4 412.0 68.6 0.0 0.0 4.3 41.1 445.0 85.6 305.0 612.4 967.9 94.4 4.7 36.5 331.8 65.4 0.6 1.5 9.1 42.3 398.5 87.0 287.1 646.4 1154.0 92.0 7.7 22.7 239.2 100.7 0.2 3.3 12.0 45.4 294.9 124.8 411.5 569.1 1251.3 93.7 8.7 28.8 288.6 98.4 0.4 7.2 17.7 58.6 355.9 127.8 370.1 604.5 1122.8 94.0 5.8 26.7 242.7 50.4 0.0 0.3 8.8 49.4 388.5 85.0 296.9 563.3 1012.4 93.9 5.8 31.0 288.3 79.5 0.1 2.2 11.3 50.8 373.5 115.8 352.9 584.8 1122.5 93.4 6.5 73.3 457.8 61.0 5.4 2.4 7.4 54.1 507.1 78.8 268.9 536.9 926.9 96.6 6.5 59.7 362.4 65.4 0.2 34.3 9.7 45.4 404.5 77.2 301.4 531.0 1135.5 96.5 7.5 55.0 342.3 51.6 0.1 3.2 9.6 44.3 386.9 65.6 281.7 545.1 1297.2 95.6 9.4 36.2 305.7 111.5 0.9 35.8 21.5 40.7 344.4 86.9 320.2 514.4 1201.1 96.7 5.0 61.8 402.0 42.7 0.1 7.0 6.3 48.9 452.4 60.7 263.0 542.3 1143.1 96.2 3.6 53.6 462.0 22.5 0.1 2.3 5.1 44.4 540.7 32.7 160.0 589.5 1044.9 95.1 6.9 61.9 403.9 43.5 0.0 6.6 6.3 49.2 454.8 61.6 256.1 540.3 1136.0 96.2 17.5 86.2 390.8 38.2 0.6 20.1 12.8 85.2 506.7 45.7 205.4 598.3 974.7 96.1 6.0 57.8 456.1 25.6 0.0 1.8 6.1 45.1 524.4 36.7 175.4 598.2 1108.3 95.3 7.3 52.6 327.4 51.9 0.1 3.1 9.0 42.2 365.3 65.2 278.5 542.1 1310.1 95.6 6.1 64.2 330.5 44.8 0.1 5.0 7.9 41.2 373.2 56.6 252.7 514.9 1230.8 95.8 6.8 82.2 468.7 63.0 0.1 0.1 6.3 49.8 515.2 80.0 267.7 494.9 899.0 97.2 6.0 55.5 384.8 45.2 0.2 2.9 8.4 46.4 430.9 59.4 245.4 530.4 1112.4 95.9 9.1 74.1 467.5 77.7 0.1 1.0 6.8 60.1 524.0 76.7 312.8 522.1 879.3 97.1 5.9 61.4 361.6 47.5 0.1 2.4 8.9 45.9 407.6 66.1 275.8 566.4 1273.7 95.4 9.8 54.9 582.5 9.5 33.5 22.1 6.9 62.6 619.3 15.8 123.1 517.8 906.7 99.6 8.1 30.7 502.6 37.9 0.5 66.8 11.7 66.1 538.6 38.6 208.5 443.5 889.3 99.5 8.2 60.3 578.4 10.3 23.1 16.4 6.5 60.1 599.9 15.9 124.9 505.4 914.0 99.4 2.7 57.8 456.0 30.9 0.8 130.6 2.1 38.1 486.3 28.8 138.7 450.3 837.5 99.5 2.6 58.3 461.9 30.8 0.8 131.1 1.2 35.8 490.8 28.0 133.2 452.3 845.3 99.6 3.6 50.0 458.5 16.8 0.9 123.2 3.3 41.5 503.7 23.2 114.4 461.2 842.1 99.1 3.8 59.3 463.2 31.9 0.9 133.8 2.8 40.6 494.4 31.3 147.4 463.5 860.6 99.4 12.6 45.5 415.1 14.4 0.2 102.8 10.1 83.3 510.9 17.5 112.2 529.4 840.2 98.9 6.9 47.8 465.3 14.6 0.5 77.4 5.0 50.1 513.1 18.0 133.3 498.7 1024.6 98.5 6.5 67.3 496.2 32.4 0.3 27.5 5.7 47.7 531.8 36.7 176.2 453.7 1027.2 99.2 9.8 42.7 461.6 17.3 0.5 63.0 6.3 54.0 507.7 21.3 148.0 500.5 1088.3 98.7 5.5 52.6 441.8 38.6 0.4 74.3 7.2 50.9 440.7 51.8 216.5 509.1 939.4 97.9 5.4 48.7 465.0 10.9 0.9 111.2 4.3 47.2 519.9 20.1 105.4 497.6 901.3 98.8 10.5 67.3 512.8 43.0 1.1 96.6 8.2 67.7 571.6 42.4 193.0 421.6 706.9 99.8 7.7 65.0 524.6 23.0 0.1 14.4 5.9 55.1 558.8 28.8 163.1 499.1 1036.0 98.5 6.3 66.2 545.1 26.4 0.4 32.5 6.3 54.0 563.3 31.4 165.0 465.5 966.9 99.3 test_20 3.4 68.3 417.2 64.9 0.8 6.8 4.0 38.5 468.3 61.2 250.9 516.0 1056.5 96.9 4.6 72.0 462.7 72.6 0.6 3.4 4.5 42.7 520.9 71.3 276.0 520.6 1022.3 96.7 5.9 71.3 443.5 105.2 1.1 4.4 8.2 45.7 505.0 98.1 327.8 472.9 952.0 97.5 4.4 67.1 420.4 118.7 1.0 8.8 8.4 45.1 493.3 107.1 348.7 437.1 864.1 97.6 3.6 58.9 376.3 78.6 0.5 6.1 5.5 40.7 437.4 82.6 288.7 510.0 1027.8 96.1 4.4 78.7 509.6 17.9 1.9 59.8 4.4 45.5 565.0 17.7 133.5 489.3 940.4 98.6 3.2 76.0 473.5 13.8 1.9 59.8 3.3 41.7 524.8 13.4 118.1 465.1 901.8 98.5 6.1 33.4 282.8 92.4 0.1 1.5 10.3 42.8 328.9 121.2 386.8 588.2 1216.6 94.6 6.4 36.4 347.8 65.8 0.9 0.7 11.6 48.8 420.5 86.9 290.6 639.5 1124.7 92.4 6.9 20.5 250.7 100.1 0.2 3.8 14.3 49.3 303.1 132.4 421.0 585.5 1260.1 93.8 11.1 40.9 386.3 94.1 0.3 5.5 17.1 60.5 428.9 80.6 317.2 505.7 1087.9 96.8 6.3 65.3 420.4 35.7 0.1 9.5 5.7 48.8 463.6 51.5 252.4 556.3 1103.6 96.2 7.3 66.5 370.7 37.9 0.1 1.8 7.3 41.8 404.2 49.5 259.0 550.0 1300.6 95.6 7.8 45.7 354.0 52.4 0.1 3.0 9.0 42.0 368.8 68.6 294.3 534.7 1306.5 95.6 4.6 57.0 475.4 25.1 0.0 1.4 4.7 43.1 536.5 33.6 162.2 590.9 1050.5 95.0 6.6 54.4 363.3 54.7 0.1 2.7 7.7 42.8 397.5 67.2 289.3 562.0 1341.8 95.5 5.3 66.8 488.9 30.1 0.2 40.2 5.1 47.9 513.2 36.4 175.9 460.3 1065.5 99.2 7.9 81.7 616.7 6.5 0.1 0.0 4.7 58.7 647.2 9.8 96.8 459.7 858.8 99.4 6.6 65.1 504.6 30.3 0.2 44.8 6.1 50.7 525.1 37.4 177.1 446.0 984.8 99.3 7.7 64.3 479.8 34.4 0.3 39.7 7.4 51.6 511.7 40.7 193.1 466.7 1083.3 99.0 test_40 6.3 26.9 312.6 128.3 0.0 3.1 11.2 46.2 384.6 133.9 409.1 662.2 1262.9 93.7 4.2 27.3 352.1 96.2 0.4 0.5 9.4 47.6 413.6 120.6 382.9 664.6 1275.5 93.6 11.5 30.1 368.5 97.9 1.1 0.0 20.3 71.3 437.1 121.3 404.9 671.7 1159.4 93.9 6.1 78.5 431.9 24.3 0.4 15.6 10.3 62.2 448.3 40.3 280.6 774.0 1153.1 92.0 7.3 30.8 377.5 94.8 1.3 1.0 19.4 70.2 443.6 120.1 397.2 678.9 1114.5 94.2 9.8 40.4 334.5 129.3 0.1 2.4 16.0 63.1 433.8 151.9 477.7 601.0 1116.0 94.4 6.6 32.1 351.9 101.4 1.0 1.0 12.5 55.1 435.8 122.8 399.5 669.0 1197.0 93.8 9.2 39.2 339.4 121.9 0.0 4.3 13.1 58.0 426.9 156.2 466.8 621.0 1164.3 94.2 7.7 76.7 401.7 8.6 1.6 36.4 9.9 62.5 426.5 25.8 241.6 798.1 1129.6 91.6 4.7 74.2 372.6 39.8 1.2 23.7 7.7 49.2 395.7 55.5 301.3 708.0 1139.5 92.6 4.6 89.6 390.6 21.5 1.8 28.8 5.9 46.3 392.8 30.0 268.4 730.6 1060.3 92.3 5.2 73.1 400.7 16.7 1.0 22.0 8.5 57.4 416.1 31.5 243.0 764.3 1072.8 91.3 1.5 24.1 296.0 117.8 0.0 3.2 5.9 35.3 353.0 146.5 406.3 576.6 1224.1 94.1 9.6 29.2 354.2 89.7 1.1 0.5 19.3 68.8 421.6 113.3 382.7 646.4 1084.1 93.8 5.2 74.2 373.9 38.9 1.6 26.8 7.8 50.7 396.1 51.3 294.2 710.6 1056.2 93.0 2.6 27.5 296.4 107.1 0.0 4.1 6.1 35.3 352.9 130.4 371.8 585.4 1203.8 94.0 12.7 28.8 390.2 16.7 0.2 31.4 11.8 67.6 451.6 37.3 278.1 747.1 1001.3 92.2 9.1 27.9 388.3 13.8 0.3 50.4 10.4 70.5 432.9 35.6 217.4 828.1 1019.8 92.0 13.3 23.8 355.3 70.8 0.0 1.4 16.0 64.9 414.9 94.3 327.0 769.1 1290.7 92.7 8.4 34.3 365.3 87.9 0.4 3.1 13.1 53.8 411.8 99.0 330.3 679.5 1171.0 92.7 10.2 55.1 457.1 92.7 0.0 14.9 10.8 65.3 548.2 100.7 344.2 493.1 963.4 96.6 7.5 35.5 528.0 49.8 0.1 1.7 18.2 72.0 503.9 70.7 285.3 631.1 948.5 96.2 7.6 37.9 551.9 18.2 0.1 15.3 7.0 67.4 614.0 24.5 179.0 517.2 998.7 98.7 8.2 31.3 661.5 31.3 0.4 79.4 15.8 72.2 593.1 40.9 219.9 521.0 822.3 99.2 9.6 34.6 632.5 35.7 0.5 76.2 15.0 68.4 564.0 36.4 200.5 508.5 815.4 99.1 6.4 45.8 624.6 13.3 4.2 109.4 11.4 55.6 538.7 23.2 188.9 521.9 794.6 98.8 8.5 50.5 558.5 23.3 2.8 83.9 13.8 69.8 561.3 30.2 184.9 528.9 810.5 99.2 11.6 70.4 456.2 54.8 0.1 95.2 5.8 56.5 509.6 54.1 226.0 458.6 1039.4 99.1 13.5 65.8 458.1 57.5 2.1 80.4 8.5 62.4 521.1 60.5 243.9 503.7 1045.7 99.1 5.7 44.1 563.2 5.4 5.2 120.9 17.1 73.6 536.1 18.6 217.7 538.2 735.1 99.1 7.5 54.2 592.2 7.1 7.9 125.4 14.9 68.3 545.7 20.3 211.8 526.1 731.8 99.3 5.2 51.5 585.3 5.5 9.0 126.2 9.1 52.9 515.8 15.6 178.6 505.7 708.7 98.8 8.5 64.5 620.6 6.4 14.8 128.7 13.8 70.8 582.4 21.7 221.2 647.6 863.8 98.5 9.9 25.8 599.0 23.7 1.0 97.6 16.8 74.3 563.0 37.3 193.2 498.2 800.8 99.4 6.6 56.7 561.2 14.5 11.4 117.9 12.8 64.4 529.1 29.1 220.8 577.7 803.1 98.5 5.6 45.0 485.2 25.7 0.6 89.6 7.5 46.7 497.0 22.4 139.5 521.2 1033.9 98.9 6.3 26.8 626.6 10.5 0.8 144.7 9.1 69.4 619.0 25.0 143.3 561.3 743.7 98.8 5.7 24.9 577.8 9.6 0.9 136.0 7.7 62.9 573.1 22.8 134.2 546.4 735.6 98.8 8.0 14.6 504.9 26.1 0.2 77.5 10.8 55.9 490.6 32.4 161.3 585.4 1182.9 98.3 4.8 46.6 500.5 17.6 0.6 2.5 4.3 54.0 593.8 15.0 141.5 503.1 1094.4 98.3
Last Update: 2005-Jän-25