1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 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528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099
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DATA_CLSF_HEADER
# AutoClass CLASSIFICATION for the 205 cases in
# /home/taylor/taylor.old/AC/autoclass-c/sample/imports-85c.db2
# /home/taylor/taylor.old/AC/autoclass-c/sample/imports-85c.hd2
# with log-A<X/H> (approximate marginal likelihood) = -16230.401
# from classification results file
# /home/taylor/taylor.old/AC/autoclass-c/sampleX/imports-85c.results-bin
# and using models
# /home/taylor/taylor.old/AC/autoclass-c/sample/imports-85c.model - index = 0
#
#
DATA_SEARCH_SUMMARY
#SEARCH SUMMARY 250 tries over 1 minute 22 seconds
#SUMMARY OF 10 BEST RESULTS
PROBABILITY exp(-16230.401) N_CLASSES 15 FOUND ON TRY 213 *SAVED* -1
PROBABILITY exp(-16245.405) N_CLASSES 16 FOUND ON TRY 240 *SAVED* -2
PROBABILITY exp(-16258.217) N_CLASSES 14 FOUND ON TRY 248
PROBABILITY exp(-16272.233) N_CLASSES 9 FOUND ON TRY 212
PROBABILITY exp(-16282.909) N_CLASSES 16 FOUND ON TRY 42
PROBABILITY exp(-16285.766) N_CLASSES 16 FOUND ON TRY 83 DUPS 3
PROBABILITY exp(-16289.486) N_CLASSES 13 FOUND ON TRY 99
PROBABILITY exp(-16292.727) N_CLASSES 19 FOUND ON TRY 113
PROBABILITY exp(-16295.621) N_CLASSES 12 FOUND ON TRY 51
PROBABILITY exp(-16297.324) N_CLASSES 15 FOUND ON TRY 184
#
#
#
DATA_POP_CLASSES
CLASSIFICATION HAS 15 POPULATED CLASSES (max global influence value = 6.920)
#
# Class Log of class Relative Class Normalized
# num strength class strength weight class weight
#
00 -7.01e+01 1.20e-04 31 0.151
01 -7.29e+01 7.55e-06 22 0.107
02 -6.32e+01 1.29e-01 18 0.088
03 -6.11e+01 1.00e+00 16 0.078
04 -7.31e+01 6.14e-06 15 0.073
05 -8.07e+01 3.00e-09 14 0.068
06 -7.51e+01 8.62e-07 14 0.068
07 -6.86e+01 5.30e-04 13 0.063
08 -7.61e+01 2.98e-07 11 0.054
09 -7.43e+01 1.86e-06 10 0.049
10 -7.10e+01 5.15e-05 10 0.049
11 -7.13e+01 3.58e-05 9 0.044
12 -7.04e+01 9.06e-05 9 0.044
13 -7.16e+01 2.67e-05 8 0.039
14 -6.21e+01 3.52e-01 5 0.024#
#
#
DATA_CLASS_DIVS
#CLASS DIVERGENCES
#
# Class class cross entropy Class Normalized
# num w.r.t. global class weight class weight
#
00 1.15e+01 31 0.151
01 1.44e+01 22 0.107
02 2.06e+01 18 0.088
03 2.67e+01 16 0.078
04 1.51e+01 15 0.073
05 2.54e+01 14 0.068
06 1.42e+01 14 0.068
07 1.66e+01 13 0.063
08 1.06e+01 11 0.054
09 1.76e+01 10 0.049
10 2.25e+01 10 0.049
11 2.22e+01 9 0.044
12 2.56e+01 9 0.044
13 1.72e+01 8 0.039
14 3.92e+01 5 0.024
#
#
DATA_NORM_INF_VALS
#ORDERED LIST OF NORMALIZED ATTRIBUTE INFLUENCE VALUES SUMMED OVER ALL CLASSES
#
# num description I-*k
#
038 Log compression-ratio 1.000
033 Log length 0.661
036 Log curb-weight 0.649
002 make 0.643
034 Log width 0.569
029 Log horse-power 0.564
037 Log engine-size 0.555
031 Log price 0.537
032 Log wheel-base 0.520
028 Log stroke 0.493
027 Log bore 0.482
017 fuel-system 0.440
035 Log height 0.361
026 Log normalized-loses 0.325
014 engine-type 0.276
039 Log city-mpg 0.250
040 Log highway-mpg 0.212
015 num-of-cylinders 0.198
007 drive-wheels 0.197
006 body-style 0.195
030 Log peak-rpm 0.181
003 fuel-type 0.145
005 num-of-doors 0.139
004 aspiration 0.081
008 engine-location 0.032
000 symboling -----
001 normalized-loses -----
009 wheel-base -----
010 length -----
011 width -----
012 height -----
013 curb-weight -----
016 engine-size -----
018 bore -----
019 stroke -----
020 compression-ratio -----
021 horse-power -----
022 peak-rpm -----
023 city-mpg -----
024 highway-mpg -----
025 price -----
#
#
DATA_CLASS 0
#CLASS 0 - weight 31 normalized weight 0.151 relative strength 1.20e-04 *******
# class cross entropy w.r.t. global class 1.15e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
002 028 R SNcm Log stroke
1.398 ( 1.24e+00 1.99e-02) 3.46e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
1.260 ( 7.77e+00 3.59e-02) 1.57e+00 ( 7.83e+00 1.97e-01)
011 037 R SNcn Log engine-size
1.223 ( 4.75e+00 5.19e-02) 9.45e-01 ( 4.80e+00 2.82e-01)
012 038 R SNcn Log compression-ratio
1.110 ( 2.16e+00 6.17e-02) 1.71e+00 ( 2.27e+00 2.81e-01)
007 033 R SNcn Log length
0.894 ( 5.16e+00 1.81e-02) 1.71e-01 ( 5.16e+00 7.06e-02)
005 031 R SNcm Log price
0.853 ( 9.16e+00 1.47e-01) 1.27e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
003 029 R SNcm Log horse-power
0.850 ( 4.52e+00 9.52e-02) 6.76e-01 ( 4.58e+00 3.45e-01)
Prob-jk is known 1.00e+00 Prob-*k is known 9.90e-01
001 027 R SNcm Log bore
0.670 ( 1.18e+00 2.81e-02) 6.19e-01 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
024 002 D SM make
0.560
subaru -3.72e+00 1.42e-03 5.85e-02
peugot -3.63e+00 1.42e-03 5.36e-02
volvo -3.63e+00 1.42e-03 5.36e-02
bmw -3.31e+00 1.42e-03 3.91e-02
mercedes-benz -3.31e+00 1.42e-03 3.91e-02
saab -3.03e+00 1.42e-03 2.93e-02
porsche -2.85e+00 1.42e-03 2.45e-02
isuzu -2.63e+00 1.42e-03 1.96e-02
alfa-romero -2.34e+00 1.42e-03 1.48e-02
chevrolet -2.34e+00 1.42e-03 1.48e-02
jaguar -2.34e+00 1.42e-03 1.48e-02
renault -1.94e+00 1.42e-03 9.93e-03
mercury -1.27e+00 1.42e-03 5.08e-03
mitsubishi 1.09e+00 1.89e-01 6.33e-02
honda 1.09e+00 1.89e-01 6.33e-02
volkswagen 9.89e-01 1.57e-01 5.85e-02
mazda 6.45e-01 1.58e-01 8.27e-02
nissan -3.15e-01 6.40e-02 8.76e-02
dodge -2.95e-01 3.27e-02 4.39e-02
toyota -2.07e-01 1.26e-01 1.56e-01
audi -4.56e-02 3.27e-02 3.42e-02
plymouth -4.53e-02 3.27e-02 3.42e-02
006 032 R SNcn Log wheel-base
0.500 ( 4.59e+00 2.35e-02) 8.52e-02 ( 4.59e+00 5.89e-02)
008 034 R SNcn Log width
0.488 ( 4.18e+00 1.28e-02) 2.82e-01 ( 4.19e+00 3.15e-02)
019 007 D SM drive-wheels
0.453
rwd -3.57e+00 1.04e-02 3.71e-01
4wd -1.47e+00 1.04e-02 4.53e-02
fwd 5.17e-01 9.79e-01 5.84e-01
017 014 D SM engine-type
0.239
ohcf -2.80e+00 4.47e-03 7.35e-02
ohcv -2.66e+00 4.47e-03 6.38e-02
dohc -2.58e+00 4.47e-03 5.89e-02
l -2.58e+00 4.47e-03 5.89e-02
rotor -1.50e+00 4.47e-03 2.01e-02
ohc 3.03e-01 9.73e-01 7.19e-01
dohcv -2.17e-01 4.47e-03 5.55e-03
000 026 R SNcm Log normalized-loses
0.213 ( 4.64e+00 2.53e-01) 4.71e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 9.63e-01 Prob-*k is known 8.00e-01
016 015 D SM num-of-cylinders
0.183
six -3.27e+00 4.47e-03 1.17e-01
five -2.49e+00 4.47e-03 5.41e-02
eight -1.72e+00 4.47e-03 2.50e-02
two -1.50e+00 4.47e-03 2.01e-02
four 2.31e-01 9.73e-01 7.73e-01
three -2.17e-01 4.47e-03 5.55e-03
twelve -2.17e-01 4.47e-03 5.55e-03
015 017 D SM fuel-system
0.175
idi -3.22e+00 3.91e-03 9.77e-02
4bbl -1.36e+00 3.91e-03 1.52e-02
1bbl 8.70e-01 1.29e-01 5.40e-02
spdi 7.91e-01 9.77e-02 4.43e-02
mfi -3.35e-01 3.91e-03 5.46e-03
spfi -3.35e-01 3.91e-03 5.46e-03
mpfi -2.74e-01 3.47e-01 4.57e-01
2bbl 2.46e-01 4.10e-01 3.21e-01
013 039 R SNcn Log city-mpg
0.087 ( 3.25e+00 1.93e-01) 2.73e-01 ( 3.19e+00 2.56e-01)
021 005 D SM num-of-doors
0.065
two -5.09e-01 2.61e-01 4.34e-01
four 2.73e-01 7.29e-01 5.55e-01
? -8.33e-02 1.04e-02 1.13e-02
023 003 D SM fuel-type
0.059
diesel -1.85e+00 1.56e-02 9.95e-02
gas 8.91e-02 9.84e-01 9.00e-01
014 040 R SNcn Log highway-mpg
0.057 ( 3.46e+00 1.93e-01) 3.18e-01 ( 3.40e+00 2.23e-01)
020 006 D SM body-style
0.049
hardtop -1.85e+00 6.25e-03 3.98e-02
convertible -1.57e+00 6.25e-03 3.01e-02
wagon -2.06e-01 9.96e-02 1.22e-01
sedan 1.98e-01 5.69e-01 4.67e-01
hatchback -6.63e-02 3.19e-01 3.41e-01
022 004 D SM aspiration
0.044
turbo -8.45e-01 7.82e-02 1.82e-01
std 1.20e-01 9.22e-01 8.18e-01
009 035 R SNcn Log height
0.020 ( 3.99e+00 4.18e-02) 1.78e-01 ( 3.98e+00 4.54e-02)
004 030 R SNcm Log peak-rpm
0.009 ( 8.54e+00 9.75e-02) 3.30e-02 ( 8.54e+00 9.88e-02)
Prob-jk is known 1.00e+00 Prob-*k is known 9.90e-01
018 008 D SM engine-location
0.000
rear -8.33e-02 1.56e-02 1.70e-02
front 1.38e-03 9.84e-01 9.83e-01
#
#
DATA_CLASS 1
#CLASS 1 - weight 22 normalized weight 0.107 relative strength 7.55e-06 *******
# class cross entropy w.r.t. global class 1.44e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
007 033 R SNcn Log length
2.083 ( 5.23e+00 9.76e-03) 7.89e+00 ( 5.16e+00 7.06e-02)
010 036 R SNcn Log curb-weight
1.390 ( 8.01e+00 4.78e-02) 3.88e+00 ( 7.83e+00 1.97e-01)
024 002 D SM make
1.218
mazda -3.73e+00 1.98e-03 8.27e-02
honda -3.47e+00 1.98e-03 6.33e-02
mitsubishi -3.47e+00 1.98e-03 6.33e-02
subaru -3.39e+00 1.98e-03 5.85e-02
volkswagen -3.39e+00 1.98e-03 5.85e-02
dodge -3.10e+00 1.98e-03 4.39e-02
mercedes-benz -2.98e+00 1.98e-03 3.91e-02
audi -2.85e+00 1.98e-03 3.42e-02
plymouth -2.85e+00 1.98e-03 3.42e-02
porsche -2.52e+00 1.98e-03 2.45e-02
isuzu -2.30e+00 1.98e-03 1.96e-02
volvo 2.10e+00 4.37e-01 5.36e-02
alfa-romero -2.01e+00 1.98e-03 1.48e-02
chevrolet -2.01e+00 1.98e-03 1.48e-02
jaguar -2.01e+00 1.98e-03 1.48e-02
saab 1.79e+00 1.76e-01 2.93e-02
renault -1.61e+00 1.98e-03 9.93e-03
mercury -9.43e-01 1.98e-03 5.08e-03
bmw 8.18e-01 8.85e-02 3.91e-02
toyota -5.59e-01 8.89e-02 1.56e-01
nissan 4.13e-01 1.32e-01 8.76e-02
peugot -1.64e-01 4.55e-02 5.36e-02
009 035 R SNcn Log height
1.042 ( 4.02e+00 1.52e-02) 2.64e+00 ( 3.98e+00 4.54e-02)
003 029 R SNcm Log horse-power
0.854 ( 4.92e+00 1.60e-01) 2.09e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
012 038 R SNcn Log compression-ratio
0.805 ( 2.18e+00 8.34e-02) 1.03e+00 ( 2.27e+00 2.81e-01)
005 031 R SNcm Log price
0.766 ( 9.75e+00 2.16e-01) 1.85e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
008 034 R SNcn Log width
0.700 ( 4.21e+00 1.27e-02) 1.61e+00 ( 4.19e+00 3.15e-02)
002 028 R SNcm Log stroke
0.670 ( 1.15e+00 3.49e-02) 6.12e-01 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
001 027 R SNcm Log bore
0.664 ( 1.27e+00 4.65e-02) 1.62e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
015 017 D SM fuel-system
0.649
2bbl -4.08e+00 5.43e-03 3.21e-01
idi -2.89e+00 5.43e-03 9.77e-02
1bbl -2.30e+00 5.43e-03 5.40e-02
spdi -2.10e+00 5.43e-03 4.43e-02
4bbl -1.03e+00 5.43e-03 1.52e-02
mpfi 7.44e-01 9.62e-01 4.57e-01
mfi -4.95e-03 5.43e-03 5.46e-03
spfi -4.95e-03 5.43e-03 5.46e-03
006 032 R SNcn Log wheel-base
0.631 ( 4.64e+00 3.21e-02) 1.59e+00 ( 4.59e+00 5.89e-02)
011 037 R SNcn Log engine-size
0.503 ( 4.99e+00 1.51e-01) 1.28e+00 ( 4.80e+00 2.82e-01)
013 039 R SNcn Log city-mpg
0.444 ( 2.97e+00 1.92e-01) 1.15e+00 ( 3.19e+00 2.56e-01)
021 005 D SM num-of-doors
0.362
two -2.01e+00 5.84e-02 4.34e-01
four 5.13e-01 9.27e-01 5.55e-01
? 2.46e-01 1.45e-02 1.13e-02
014 040 R SNcn Log highway-mpg
0.347 ( 3.22e+00 1.92e-01) 9.40e-01 ( 3.40e+00 2.23e-01)
020 006 D SM body-style
0.305
hatchback -1.87e+00 5.26e-02 3.41e-01
hardtop -1.52e+00 8.69e-03 3.98e-02
convertible -1.24e+00 8.69e-03 3.01e-02
wagon 6.14e-01 2.26e-01 1.22e-01
sedan 4.10e-01 7.04e-01 4.67e-01
017 014 D SM engine-type
0.226
ohcf -2.47e+00 6.21e-03 7.35e-02
rotor -1.18e+00 6.21e-03 2.01e-02
dohc 1.12e+00 1.80e-01 5.89e-02
ohcv 1.04e+00 1.80e-01 6.38e-02
ohc -2.30e-01 5.71e-01 7.19e-01
l -1.69e-01 4.98e-02 5.89e-02
dohcv 1.13e-01 6.21e-03 5.55e-03
016 015 D SM num-of-cylinders
0.223
five -2.16e+00 6.21e-03 5.41e-02
eight -1.39e+00 6.21e-03 2.50e-02
two -1.18e+00 6.21e-03 2.01e-02
six 1.10e+00 3.54e-01 1.17e-01
four -2.28e-01 6.15e-01 7.73e-01
three 1.13e-01 6.21e-03 5.55e-03
twelve 1.13e-01 6.21e-03 5.55e-03
000 026 R SNcm Log normalized-loses
0.215 ( 4.62e+00 1.96e-01) 7.31e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 8.61e-01 Prob-*k is known 8.00e-01
019 007 D SM drive-wheels
0.182
4wd -1.14e+00 1.45e-02 4.53e-02
fwd -6.04e-01 3.19e-01 5.84e-01
rwd 5.87e-01 6.66e-01 3.71e-01
004 030 R SNcm Log peak-rpm
0.062 ( 8.57e+00 9.68e-02) 3.36e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
022 004 D SM aspiration
0.060
turbo 5.83e-01 3.26e-01 1.82e-01
std -1.94e-01 6.74e-01 8.18e-01
023 003 D SM fuel-type
0.048
diesel -1.52e+00 2.17e-02 9.95e-02
gas 8.28e-02 9.78e-01 9.00e-01
018 008 D SM engine-location
0.001
rear 2.46e-01 2.17e-02 1.70e-02
front -4.84e-03 9.78e-01 9.83e-01
#
#
DATA_CLASS 2
#CLASS 2 - weight 18 normalized weight 0.088 relative strength 1.29e-01 *******
# class cross entropy w.r.t. global class 2.06e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
012 038 R SNcn Log compression-ratio
2.103 ( 2.22e+00 2.12e-02) 2.29e+00 ( 2.27e+00 2.81e-01)
003 029 R SNcm Log horse-power
1.982 ( 4.24e+00 4.84e-02) 7.15e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
008 034 R SNcn Log width
1.785 ( 4.16e+00 4.86e-03) 5.83e+00 ( 4.19e+00 3.15e-02)
006 032 R SNcn Log wheel-base
1.746 ( 4.55e+00 7.93e-03) 5.05e+00 ( 4.59e+00 5.89e-02)
010 036 R SNcn Log curb-weight
1.610 ( 7.62e+00 4.32e-02) 4.86e+00 ( 7.83e+00 1.97e-01)
011 037 R SNcn Log engine-size
1.605 ( 4.57e+00 4.84e-02) 4.72e+00 ( 4.80e+00 2.82e-01)
007 033 R SNcn Log length
1.558 ( 5.12e+00 1.09e-02) 3.85e+00 ( 5.16e+00 7.06e-02)
001 027 R SNcm Log bore
1.448 ( 1.15e+00 1.46e-02) 3.47e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
005 031 R SNcm Log price
1.434 ( 8.92e+00 1.09e-01) 3.97e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
024 002 D SM make
1.043
honda -3.28e+00 2.39e-03 6.33e-02
mitsubishi -3.28e+00 2.39e-03 6.33e-02
subaru -3.20e+00 2.39e-03 5.85e-02
volkswagen -3.20e+00 2.39e-03 5.85e-02
peugot -3.11e+00 2.39e-03 5.36e-02
volvo -3.11e+00 2.39e-03 5.36e-02
dodge -2.91e+00 2.39e-03 4.39e-02
bmw -2.79e+00 2.39e-03 3.91e-02
mercedes-benz -2.79e+00 2.39e-03 3.91e-02
audi -2.66e+00 2.39e-03 3.42e-02
plymouth -2.66e+00 2.39e-03 3.42e-02
saab -2.51e+00 2.39e-03 2.93e-02
porsche -2.33e+00 2.39e-03 2.45e-02
isuzu -2.10e+00 2.39e-03 1.96e-02
alfa-romero -1.82e+00 2.39e-03 1.48e-02
chevrolet -1.82e+00 2.39e-03 1.48e-02
jaguar -1.82e+00 2.39e-03 1.48e-02
nissan 1.69e+00 4.76e-01 8.76e-02
renault -1.42e+00 2.39e-03 9.93e-03
toyota 8.68e-01 3.71e-01 1.56e-01
mercury -7.52e-01 2.39e-03 5.08e-03
mazda 2.64e-01 1.08e-01 8.27e-02
015 017 D SM fuel-system
0.964
mpfi -4.24e+00 6.58e-03 4.57e-01
idi -2.70e+00 6.58e-03 9.77e-02
1bbl -2.10e+00 6.58e-03 5.40e-02
spdi -1.91e+00 6.58e-03 4.43e-02
2bbl 1.09e+00 9.54e-01 3.21e-01
4bbl -8.35e-01 6.58e-03 1.52e-02
mfi 1.87e-01 6.58e-03 5.46e-03
spfi 1.87e-01 6.58e-03 5.46e-03
009 035 R SNcn Log height
0.788 ( 3.98e+00 1.31e-02) 1.76e-01 ( 3.98e+00 4.54e-02)
002 028 R SNcm Log stroke
0.606 ( 1.15e+00 3.75e-02) 5.65e-01 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
013 039 R SNcn Log city-mpg
0.466 ( 3.42e+00 1.91e-01) 1.19e+00 ( 3.19e+00 2.56e-01)
014 040 R SNcn Log highway-mpg
0.450 ( 3.61e+00 1.91e-01) 1.08e+00 ( 3.40e+00 2.23e-01)
000 026 R SNcm Log normalized-loses
0.268 ( 4.76e+00 2.02e-01) 2.13e-02 ( 4.76e+00 2.82e-01)
Prob-jk is known 9.89e-01 Prob-*k is known 8.00e-01
017 014 D SM engine-type
0.201
ohcf -2.28e+00 7.52e-03 7.35e-02
ohcv -2.14e+00 7.52e-03 6.38e-02
dohc -2.06e+00 7.52e-03 5.89e-02
l -2.06e+00 7.52e-03 5.89e-02
rotor -9.83e-01 7.52e-03 2.01e-02
dohcv 3.04e-01 7.52e-03 5.55e-03
ohc 2.84e-01 9.55e-01 7.19e-01
019 007 D SM drive-wheels
0.180
rwd -1.10e+00 1.23e-01 3.71e-01
4wd -9.48e-01 1.76e-02 4.53e-02
fwd 3.86e-01 8.60e-01 5.84e-01
016 015 D SM num-of-cylinders
0.155
six -2.75e+00 7.52e-03 1.17e-01
five -1.97e+00 7.52e-03 5.41e-02
eight -1.20e+00 7.52e-03 2.50e-02
two -9.83e-01 7.52e-03 2.01e-02
three 3.04e-01 7.52e-03 5.55e-03
twelve 3.04e-01 7.52e-03 5.55e-03
four 2.12e-01 9.55e-01 7.73e-01
022 004 D SM aspiration
0.119
turbo -1.93e+00 2.63e-02 1.82e-01
std 1.74e-01 9.74e-01 8.18e-01
020 006 D SM body-style
0.053
convertible -1.05e+00 1.05e-02 3.01e-02
hardtop 4.62e-01 6.32e-02 3.98e-02
hatchback -4.34e-01 2.21e-01 3.41e-01
sedan 2.33e-01 5.90e-01 4.67e-01
wagon -5.46e-02 1.16e-01 1.22e-01
023 003 D SM fuel-type
0.041
diesel -1.33e+00 2.63e-02 9.95e-02
gas 7.81e-02 9.74e-01 9.00e-01
004 030 R SNcm Log peak-rpm
0.022 ( 8.52e+00 9.64e-02) 1.72e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
021 005 D SM num-of-doors
0.006
? 4.38e-01 1.76e-02 1.13e-02
two -1.16e-01 3.86e-01 4.34e-01
four 7.17e-02 5.96e-01 5.55e-01
018 008 D SM engine-location
0.002
rear 4.38e-01 2.63e-02 1.70e-02
front -9.54e-03 9.74e-01 9.83e-01
#
#
DATA_CLASS 3
#CLASS 3 - weight 16 normalized weight 0.078 relative strength 1.00e+00 *******
# class cross entropy w.r.t. global class 2.67e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
012 038 R SNcn Log compression-ratio
2.466 ( 2.25e+00 1.45e-02) 1.47e+00 ( 2.27e+00 2.81e-01)
006 032 R SNcn Log wheel-base
2.342 ( 4.54e+00 4.85e-03) 1.00e+01 ( 4.59e+00 5.89e-02)
001 027 R SNcm Log bore
2.091 ( 1.09e+00 1.45e-02) 7.29e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
003 029 R SNcm Log horse-power
2.019 ( 4.23e+00 4.83e-02) 7.40e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
010 036 R SNcn Log curb-weight
2.005 ( 7.57e+00 3.70e-02) 6.80e+00 ( 7.83e+00 1.97e-01)
008 034 R SNcn Log width
1.868 ( 4.16e+00 4.85e-03) 6.40e+00 ( 4.19e+00 3.15e-02)
011 037 R SNcn Log engine-size
1.812 ( 4.51e+00 4.83e-02) 6.03e+00 ( 4.80e+00 2.82e-01)
005 031 R SNcm Log price
1.764 ( 8.76e+00 9.59e-02) 6.14e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 8.81e-01 Prob-*k is known 9.80e-01
007 033 R SNcn Log length
1.623 ( 5.06e+00 2.06e-02) 4.46e+00 ( 5.16e+00 7.06e-02)
009 035 R SNcn Log height
1.601 ( 3.93e+00 1.05e-02) 4.78e+00 ( 3.98e+00 4.54e-02)
024 002 D SM make
1.567
toyota -4.06e+00 2.67e-03 1.56e-01
nissan -3.49e+00 2.67e-03 8.76e-02
mazda -3.43e+00 2.67e-03 8.27e-02
honda -3.16e+00 2.67e-03 6.33e-02
subaru -3.08e+00 2.67e-03 5.85e-02
volkswagen -3.08e+00 2.67e-03 5.85e-02
peugot -3.00e+00 2.67e-03 5.36e-02
volvo -3.00e+00 2.67e-03 5.36e-02
bmw -2.68e+00 2.67e-03 3.91e-02
mercedes-benz -2.68e+00 2.67e-03 3.91e-02
audi -2.55e+00 2.67e-03 3.42e-02
saab -2.40e+00 2.67e-03 2.93e-02
porsche -2.21e+00 2.67e-03 2.45e-02
chevrolet 2.10e+00 1.20e-01 1.48e-02
plymouth 1.94e+00 2.38e-01 3.42e-02
dodge 1.91e+00 2.97e-01 4.39e-02
isuzu 1.81e+00 1.20e-01 1.96e-02
alfa-romero -1.71e+00 2.67e-03 1.48e-02
jaguar -1.71e+00 2.67e-03 1.48e-02
renault -1.31e+00 2.67e-03 9.93e-03
mitsubishi 1.04e+00 1.79e-01 6.33e-02
mercury -6.41e-01 2.67e-03 5.08e-03
002 028 R SNcm Log stroke
1.394 ( 1.16e+00 1.59e-02) 7.70e-01 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
015 017 D SM fuel-system
0.949
mpfi -4.13e+00 7.35e-03 4.57e-01
idi -2.59e+00 7.35e-03 9.77e-02
1bbl -1.99e+00 7.35e-03 5.40e-02
spdi -1.80e+00 7.35e-03 4.43e-02
2bbl 1.08e+00 9.49e-01 3.21e-01
4bbl -7.24e-01 7.35e-03 1.52e-02
mfi 2.98e-01 7.35e-03 5.46e-03
spfi 2.98e-01 7.35e-03 5.46e-03
013 039 R SNcn Log city-mpg
0.863 ( 3.52e+00 1.90e-01) 1.69e+00 ( 3.19e+00 2.56e-01)
014 040 R SNcn Log highway-mpg
0.811 ( 3.68e+00 1.90e-01) 1.47e+00 ( 3.40e+00 2.23e-01)
019 007 D SM drive-wheels
0.404
rwd -2.94e+00 1.96e-02 3.71e-01
4wd -8.37e-01 1.96e-02 4.53e-02
fwd 4.98e-01 9.61e-01 5.84e-01
004 030 R SNcm Log peak-rpm
0.259 ( 8.61e+00 9.61e-02) 7.29e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
000 026 R SNcm Log normalized-loses
0.209 ( 4.90e+00 1.98e-01) 7.00e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 8.70e-01 Prob-*k is known 8.00e-01
017 014 D SM engine-type
0.192
ohcf -2.17e+00 8.41e-03 7.35e-02
ohcv -2.03e+00 8.41e-03 6.38e-02
dohc -1.95e+00 8.41e-03 5.89e-02
l -1.95e+00 8.41e-03 5.89e-02
rotor -8.72e-01 8.41e-03 2.01e-02
dohcv 4.15e-01 8.41e-03 5.55e-03
ohc 2.78e-01 9.50e-01 7.19e-01
020 006 D SM body-style
0.156
wagon -2.34e+00 1.18e-02 1.22e-01
hardtop -1.22e+00 1.18e-02 3.98e-02
convertible -9.39e-01 1.18e-02 3.01e-02
hatchback 4.62e-01 5.41e-01 3.41e-01
sedan -9.75e-02 4.24e-01 4.67e-01
016 015 D SM num-of-cylinders
0.149
six -2.64e+00 8.41e-03 1.17e-01
five -1.86e+00 8.41e-03 5.41e-02
eight -1.09e+00 8.41e-03 2.50e-02
two -8.72e-01 8.41e-03 2.01e-02
three 4.15e-01 8.41e-03 5.55e-03
twelve 4.15e-01 8.41e-03 5.55e-03
four 2.06e-01 9.50e-01 7.73e-01
022 004 D SM aspiration
0.112
turbo -1.82e+00 2.94e-02 1.82e-01
std 1.71e-01 9.71e-01 8.18e-01
023 003 D SM fuel-type
0.037
diesel -1.22e+00 2.94e-02 9.95e-02
gas 7.50e-02 9.71e-01 9.00e-01
021 005 D SM num-of-doors
0.010
? 5.49e-01 1.96e-02 1.13e-02
four -1.24e-01 4.90e-01 5.55e-01
two 1.22e-01 4.90e-01 4.34e-01
018 008 D SM engine-location
0.004
rear 5.49e-01 2.94e-02 1.70e-02
front -1.27e-02 9.71e-01 9.83e-01
#
#
DATA_CLASS 4
#CLASS 4 - weight 15 normalized weight 0.073 relative strength 6.14e-06 *******
# class cross entropy w.r.t. global class 1.51e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
012 038 R SNcn Log compression-ratio
1.891 ( 2.20e+00 2.67e-02) 2.67e+00 ( 2.27e+00 2.81e-01)
024 002 D SM make
1.365
nissan -3.43e+00 2.84e-03 8.76e-02
mazda -3.37e+00 2.84e-03 8.27e-02
mitsubishi -3.10e+00 2.84e-03 6.33e-02
honda -3.10e+00 2.84e-03 6.33e-02
volkswagen -3.02e+00 2.84e-03 5.85e-02
peugot -2.94e+00 2.84e-03 5.36e-02
volvo -2.94e+00 2.84e-03 5.36e-02
dodge -2.74e+00 2.84e-03 4.39e-02
bmw -2.62e+00 2.84e-03 3.91e-02
mercedes-benz -2.62e+00 2.84e-03 3.91e-02
audi -2.49e+00 2.84e-03 3.42e-02
plymouth -2.49e+00 2.84e-03 3.42e-02
saab -2.34e+00 2.84e-03 2.93e-02
porsche -2.15e+00 2.84e-03 2.45e-02
subaru 2.15e+00 5.03e-01 5.85e-02
alfa-romero -1.65e+00 2.84e-03 1.48e-02
chevrolet -1.65e+00 2.84e-03 1.48e-02
jaguar -1.65e+00 2.84e-03 1.48e-02
renault -1.25e+00 2.84e-03 9.93e-03
isuzu 1.20e+00 6.53e-02 1.96e-02
toyota 8.88e-01 3.78e-01 1.56e-01
mercury -5.81e-01 2.84e-03 5.08e-03
005 031 R SNcm Log price
1.214 ( 8.87e+00 1.51e-01) 3.17e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
000 026 R SNcm Log normalized-loses
1.174 ( 4.47e+00 9.39e-02) 3.15e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 9.25e-01 Prob-*k is known 8.00e-01
006 032 R SNcn Log wheel-base
1.161 ( 4.56e+00 1.31e-02) 2.32e+00 ( 4.59e+00 5.89e-02)
003 029 R SNcm Log horse-power
1.060 ( 4.27e+00 1.19e-01) 2.69e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
011 037 R SNcn Log engine-size
1.059 ( 4.61e+00 7.67e-02) 2.44e+00 ( 4.80e+00 2.82e-01)
002 028 R SNcm Log stroke
1.026 ( 1.03e+00 8.34e-02) 1.71e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
015 017 D SM fuel-system
0.940
mpfi -4.03e+00 8.09e-03 4.57e-01
idi -2.53e+00 7.81e-03 9.77e-02
1bbl -1.93e+00 7.81e-03 5.40e-02
spdi -1.74e+00 7.81e-03 4.43e-02
2bbl 1.08e+00 9.45e-01 3.21e-01
4bbl -6.64e-01 7.81e-03 1.52e-02
spfi 3.58e-01 7.81e-03 5.46e-03
mfi 3.58e-01 7.81e-03 5.46e-03
017 014 D SM engine-type
0.718
ohcv -1.97e+00 8.92e-03 6.38e-02
ohcf 1.93e+00 5.09e-01 7.35e-02
dohc -1.89e+00 8.92e-03 5.89e-02
l -1.89e+00 8.92e-03 5.89e-02
rotor -8.13e-01 8.92e-03 2.01e-02
ohc -4.77e-01 4.46e-01 7.19e-01
dohcv 4.75e-01 8.92e-03 5.55e-03
008 034 R SNcn Log width
0.709 ( 4.16e+00 1.57e-02) 1.77e+00 ( 4.19e+00 3.15e-02)
019 007 D SM drive-wheels
0.540
4wd 2.00e+00 3.33e-01 4.53e-02
rwd -1.49e+00 8.33e-02 3.71e-01
fwd -9.84e-04 5.84e-01 5.84e-01
007 033 R SNcn Log length
0.446 ( 5.11e+00 3.92e-02) 1.15e+00 ( 5.16e+00 7.06e-02)
010 036 R SNcn Log curb-weight
0.441 ( 7.72e+00 1.03e-01) 1.06e+00 ( 7.83e+00 1.97e-01)
004 030 R SNcm Log peak-rpm
0.310 ( 8.46e+00 9.59e-02) 8.01e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
013 039 R SNcn Log city-mpg
0.221 ( 3.33e+00 1.90e-01) 7.33e-01 ( 3.19e+00 2.56e-01)
020 006 D SM body-style
0.191
hardtop -1.16e+00 1.25e-02 3.98e-02
wagon 9.77e-01 3.25e-01 1.22e-01
convertible -8.79e-01 1.25e-02 3.01e-02
sedan -5.76e-01 2.63e-01 4.67e-01
hatchback 1.28e-01 3.87e-01 3.41e-01
009 035 R SNcn Log height
0.153 ( 4.01e+00 3.85e-02) 5.98e-01 ( 3.98e+00 4.54e-02)
016 015 D SM num-of-cylinders
0.145
six -2.58e+00 8.92e-03 1.17e-01
five -1.80e+00 8.92e-03 5.41e-02
eight -1.03e+00 8.92e-03 2.50e-02
two -8.13e-01 8.92e-03 2.01e-02
three 4.75e-01 8.92e-03 5.55e-03
twelve 4.75e-01 8.92e-03 5.55e-03
four 2.03e-01 9.46e-01 7.73e-01
014 040 R SNcn Log highway-mpg
0.115 ( 3.50e+00 1.90e-01) 5.04e-01 ( 3.40e+00 2.23e-01)
022 004 D SM aspiration
0.109
turbo -1.76e+00 3.12e-02 1.82e-01
std 1.69e-01 9.69e-01 8.18e-01
023 003 D SM fuel-type
0.035
diesel -1.16e+00 3.12e-02 9.95e-02
gas 7.31e-02 9.69e-01 9.00e-01
001 027 R SNcm Log bore
0.027 ( 1.21e+00 7.94e-02) 1.56e-01 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
021 005 D SM num-of-doors
0.023
? 6.09e-01 2.08e-02 1.13e-02
two -2.64e-01 3.33e-01 4.34e-01
four 1.52e-01 6.46e-01 5.55e-01
018 008 D SM engine-location
0.005
rear 6.09e-01 3.12e-02 1.70e-02
front -1.46e-02 9.69e-01 9.83e-01
#
#
DATA_CLASS 5
#CLASS 5 - weight 14 normalized weight 0.068 relative strength 3.00e-09 *******
# class cross entropy w.r.t. global class 2.54e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
005 031 R SNcm Log price
2.838 ( 1.04e+01 1.81e-01) 5.85e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
2.594 ( 8.21e+00 6.43e-02) 6.00e+00 ( 7.83e+00 1.97e-01)
008 034 R SNcn Log width
2.558 ( 4.25e+00 1.56e-02) 4.28e+00 ( 4.19e+00 3.15e-02)
011 037 R SNcn Log engine-size
2.374 ( 5.41e+00 2.22e-01) 2.73e+00 ( 4.80e+00 2.82e-01)
024 002 D SM make
1.992
toyota -3.94e+00 3.03e-03 1.56e-01
nissan -3.36e+00 3.03e-03 8.76e-02
mazda -3.31e+00 3.03e-03 8.27e-02
honda -3.04e+00 3.03e-03 6.33e-02
mitsubishi -3.04e+00 3.03e-03 6.33e-02
subaru -2.96e+00 3.03e-03 5.85e-02
volkswagen -2.96e+00 3.03e-03 5.85e-02
peugot -2.87e+00 3.03e-03 5.36e-02
dodge -2.67e+00 3.03e-03 4.39e-02
jaguar 2.62e+00 2.03e-01 1.48e-02
mercedes-benz 2.62e+00 5.36e-01 3.91e-02
audi -2.42e+00 3.03e-03 3.42e-02
plymouth -2.42e+00 3.03e-03 3.42e-02
saab -2.27e+00 3.03e-03 2.93e-02
porsche -2.09e+00 3.03e-03 2.45e-02
isuzu -1.87e+00 3.03e-03 1.96e-02
alfa-romero -1.59e+00 3.03e-03 1.48e-02
chevrolet -1.59e+00 3.03e-03 1.48e-02
bmw 1.25e+00 1.37e-01 3.91e-02
renault -1.19e+00 3.03e-03 9.93e-03
mercury -5.16e-01 3.03e-03 5.08e-03
volvo 2.62e-01 6.97e-02 5.36e-02
007 033 R SNcn Log length
1.672 ( 5.27e+00 3.54e-02) 3.29e+00 ( 5.16e+00 7.06e-02)
016 015 D SM num-of-cylinders
1.638
four -4.40e+00 9.52e-03 7.73e-01
twelve 2.62e+00 7.61e-02 5.55e-03
eight 2.40e+00 2.76e-01 2.50e-02
five 1.63e+00 2.76e-01 5.41e-02
six 1.07e+00 3.43e-01 1.17e-01
two -7.48e-01 9.52e-03 2.01e-02
three 5.40e-01 9.52e-03 5.55e-03
006 032 R SNcn Log wheel-base
1.626 ( 4.70e+00 5.34e-02) 1.98e+00 ( 4.59e+00 5.89e-02)
014 040 R SNcn Log highway-mpg
1.451 ( 3.02e+00 1.89e-01) 1.99e+00 ( 3.40e+00 2.23e-01)
003 029 R SNcm Log horse-power
1.058 ( 5.05e+00 2.27e-01) 2.06e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
013 039 R SNcn Log city-mpg
0.932 ( 2.85e+00 2.08e-01) 1.65e+00 ( 3.19e+00 2.56e-01)
019 007 D SM drive-wheels
0.817
fwd -3.27e+00 2.22e-02 5.84e-01
rwd 9.47e-01 9.56e-01 3.71e-01
4wd -7.13e-01 2.22e-02 4.53e-02
012 038 R SNcn Log compression-ratio
0.547 ( 2.46e+00 4.49e-01) 4.33e-01 ( 2.27e+00 2.81e-01)
015 017 D SM fuel-system
0.544
2bbl -3.65e+00 8.33e-03 3.21e-01
1bbl -1.87e+00 8.33e-03 5.40e-02
spdi -1.67e+00 8.33e-03 4.43e-02
idi 1.25e+00 3.41e-01 9.77e-02
4bbl -6.00e-01 8.33e-03 1.52e-02
mfi 4.22e-01 8.33e-03 5.46e-03
spfi 4.22e-01 8.33e-03 5.46e-03
mpfi 2.87e-01 6.09e-01 4.57e-01
001 027 R SNcm Log bore
0.536 ( 1.27e+00 5.15e-02) 1.35e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
017 014 D SM engine-type
0.467
ohcf -2.04e+00 9.52e-03 7.35e-02
l -1.82e+00 9.52e-03 5.89e-02
ohcv 1.68e+00 3.43e-01 6.38e-02
dohc 8.85e-01 1.43e-01 5.89e-02
rotor -7.48e-01 9.52e-03 2.01e-02
dohcv 5.40e-01 9.52e-03 5.55e-03
ohc -4.12e-01 4.76e-01 7.19e-01
020 006 D SM body-style
0.448
hatchback -3.24e+00 1.33e-02 3.41e-01
hardtop 1.30e+00 1.47e-01 3.98e-02
convertible 9.77e-01 8.00e-02 3.01e-02
wagon -4.25e-01 8.00e-02 1.22e-01
sedan 3.76e-01 6.80e-01 4.67e-01
004 030 R SNcm Log peak-rpm
0.346 ( 8.46e+00 9.57e-02) 8.49e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
000 026 R SNcm Log normalized-loses
0.299 ( 4.66e+00 1.88e-01) 5.52e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 5.20e-01 Prob-*k is known 8.00e-01
023 003 D SM fuel-type
0.255
diesel 1.30e+00 3.66e-01 9.95e-02
gas -3.52e-01 6.34e-01 9.00e-01
002 028 R SNcm Log stroke
0.223 ( 1.24e+00 1.03e-01) 6.43e-01 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
022 004 D SM aspiration
0.095
turbo 7.00e-01 3.66e-01 1.82e-01
std -2.55e-01 6.34e-01 8.18e-01
009 035 R SNcn Log height
0.070 ( 4.00e+00 4.95e-02) 3.25e-01 ( 3.98e+00 4.54e-02)
021 005 D SM num-of-doors
0.016
? 6.73e-01 2.22e-02 1.13e-02
two -1.99e-01 3.55e-01 4.34e-01
four 1.15e-01 6.22e-01 5.55e-01
018 008 D SM engine-location
0.006
rear 6.73e-01 3.33e-02 1.70e-02
front -1.67e-02 9.67e-01 9.83e-01
#
#
DATA_CLASS 6
#CLASS 6 - weight 14 normalized weight 0.068 relative strength 8.62e-07 *******
# class cross entropy w.r.t. global class 1.42e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
024 002 D SM make
1.616
toyota -3.94e+00 3.03e-03 1.56e-01
nissan -3.36e+00 3.03e-03 8.76e-02
mazda -3.31e+00 3.03e-03 8.27e-02
honda -3.04e+00 3.03e-03 6.33e-02
mitsubishi -3.04e+00 3.03e-03 6.33e-02
subaru -2.96e+00 3.03e-03 5.85e-02
volvo -2.87e+00 3.03e-03 5.36e-02
dodge -2.67e+00 3.03e-03 4.39e-02
bmw -2.56e+00 3.03e-03 3.91e-02
mercedes-benz -2.56e+00 3.03e-03 3.91e-02
plymouth -2.42e+00 3.03e-03 3.42e-02
audi 2.29e+00 3.36e-01 3.42e-02
porsche -2.09e+00 3.03e-03 2.45e-02
renault 1.95e+00 6.97e-02 9.93e-03
isuzu -1.87e+00 3.03e-03 1.96e-02
peugot 1.84e+00 3.36e-01 5.36e-02
alfa-romero -1.59e+00 3.03e-03 1.48e-02
chevrolet -1.59e+00 3.03e-03 1.48e-02
jaguar -1.59e+00 3.03e-03 1.48e-02
saab 1.53e+00 1.36e-01 2.93e-02
mercury -5.16e-01 3.03e-03 5.08e-03
volkswagen 1.90e-01 7.07e-02 5.85e-02
012 038 R SNcn Log compression-ratio
1.607 ( 2.14e+00 3.79e-02) 3.24e+00 ( 2.27e+00 2.81e-01)
000 026 R SNcm Log normalized-loses
1.197 ( 5.06e+00 4.81e-02) 6.19e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 5.86e-01 Prob-*k is known 8.00e-01
011 037 R SNcn Log engine-size
1.150 ( 4.85e+00 5.59e-02) 8.25e-01 ( 4.80e+00 2.82e-01)
007 033 R SNcn Log length
0.898 ( 5.23e+00 3.53e-02) 2.15e+00 ( 5.16e+00 7.06e-02)
003 029 R SNcm Log horse-power
0.830 ( 4.67e+00 1.00e-01) 8.63e-01 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.33e-01 Prob-*k is known 9.90e-01
009 035 R SNcn Log height
0.748 ( 4.02e+00 2.18e-02) 1.86e+00 ( 3.98e+00 4.54e-02)
010 036 R SNcn Log curb-weight
0.740 ( 7.97e+00 7.97e-02) 1.76e+00 ( 7.83e+00 1.97e-01)
002 028 R SNcm Log stroke
0.713 ( 1.12e+00 1.84e-01) 3.24e-01 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
008 034 R SNcn Log width
0.637 ( 4.22e+00 2.60e-02) 1.33e+00 ( 4.19e+00 3.15e-02)
016 015 D SM num-of-cylinders
0.607
six -2.51e+00 9.52e-03 1.17e-01
five 2.02e+00 4.09e-01 5.41e-02
eight -9.64e-01 9.52e-03 2.50e-02
two -7.48e-01 9.52e-03 2.01e-02
three 5.40e-01 9.52e-03 5.55e-03
twelve 5.40e-01 9.52e-03 5.55e-03
four -3.53e-01 5.43e-01 7.73e-01
015 017 D SM fuel-system
0.603
2bbl -3.65e+00 8.33e-03 3.21e-01
idi -2.46e+00 8.33e-03 9.77e-02
1bbl -1.87e+00 8.33e-03 5.40e-02
spdi -1.67e+00 8.33e-03 4.43e-02
mpfi 7.23e-01 9.42e-01 4.57e-01
4bbl -5.99e-01 8.33e-03 1.52e-02
mfi 4.22e-01 8.33e-03 5.46e-03
spfi 4.22e-01 8.33e-03 5.46e-03
005 031 R SNcm Log price
0.570 ( 9.62e+00 2.21e-01) 1.21e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
013 039 R SNcn Log city-mpg
0.488 ( 2.96e+00 1.89e-01) 1.23e+00 ( 3.19e+00 2.56e-01)
006 032 R SNcn Log wheel-base
0.487 ( 4.65e+00 5.04e-02) 1.13e+00 ( 4.59e+00 5.89e-02)
017 014 D SM engine-type
0.446
ohcf -2.04e+00 9.52e-03 7.35e-02
ohcv -1.90e+00 9.52e-03 6.38e-02
dohc -1.82e+00 9.52e-03 5.89e-02
l 1.76e+00 3.43e-01 5.89e-02
rotor -7.48e-01 9.52e-03 2.01e-02
dohcv 5.40e-01 9.52e-03 5.55e-03
ohc -1.65e-01 6.10e-01 7.19e-01
014 040 R SNcn Log highway-mpg
0.394 ( 3.21e+00 1.89e-01) 1.01e+00 ( 3.40e+00 2.23e-01)
020 006 D SM body-style
0.170
hardtop -1.09e+00 1.33e-02 3.98e-02
hatchback -8.48e-01 1.46e-01 3.41e-01
wagon 8.31e-01 2.81e-01 1.22e-01
convertible -8.14e-01 1.33e-02 3.01e-02
sedan 1.57e-01 5.46e-01 4.67e-01
004 030 R SNcm Log peak-rpm
0.121 ( 8.57e+00 9.57e-02) 3.24e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.33e-01 Prob-*k is known 9.90e-01
021 005 D SM num-of-doors
0.100
? 6.74e-01 2.22e-02 1.13e-02
two -6.72e-01 2.22e-01 4.34e-01
four 3.09e-01 7.56e-01 5.55e-01
023 003 D SM fuel-type
0.032
diesel -1.09e+00 3.33e-02 9.95e-02
gas 7.09e-02 9.67e-01 9.00e-01
001 027 R SNcm Log bore
0.032 ( 1.18e+00 7.92e-02) 1.87e-01 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.80e-01
022 004 D SM aspiration
0.026
turbo -5.99e-01 1.00e-01 1.82e-01
std 9.56e-02 9.00e-01 8.18e-01
019 007 D SM drive-wheels
0.017
4wd 6.74e-01 8.89e-02 4.53e-02
fwd -4.98e-02 5.56e-01 5.84e-01
rwd -4.19e-02 3.55e-01 3.71e-01
018 008 D SM engine-location
0.006
rear 6.74e-01 3.33e-02 1.70e-02
front -1.68e-02 9.67e-01 9.83e-01
#
#
DATA_CLASS 7
#CLASS 7 - weight 13 normalized weight 0.063 relative strength 5.30e-04 *******
# class cross entropy w.r.t. global class 1.66e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
007 033 R SNcn Log length
1.590 ( 5.16e+00 8.84e-03) 7.75e-01 ( 5.16e+00 7.06e-02)
001 027 R SNcm Log bore
1.569 ( 1.28e+00 1.64e-02) 4.63e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
008 034 R SNcn Log width
1.150 ( 4.19e+00 6.17e-03) 9.89e-02 ( 4.19e+00 3.15e-02)
006 032 R SNcn Log wheel-base
1.134 ( 4.58e+00 1.22e-02) 1.27e+00 ( 4.59e+00 5.89e-02)
011 037 R SNcn Log engine-size
1.105 ( 4.99e+00 7.26e-02) 2.55e+00 ( 4.80e+00 2.82e-01)
009 035 R SNcn Log height
1.033 ( 3.94e+00 1.80e-02) 2.59e+00 ( 3.98e+00 4.54e-02)
015 017 D SM fuel-system
0.971
2bbl -3.58e+00 8.93e-03 3.21e-01
mfi 2.69e+00 8.04e-02 5.46e-03
spfi 2.69e+00 8.04e-02 5.46e-03
idi -2.39e+00 8.93e-03 9.77e-02
spdi 1.89e+00 2.95e-01 4.43e-02
1bbl -1.80e+00 8.93e-03 5.40e-02
4bbl -5.30e-01 8.93e-03 1.52e-02
mpfi 1.08e-01 5.09e-01 4.57e-01
000 026 R SNcm Log normalized-loses
0.942 ( 4.91e+00 4.79e-02) 3.03e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 5.57e-01 Prob-*k is known 8.00e-01
024 002 D SM make
0.936
nissan -3.30e+00 3.25e-03 8.76e-02
mazda -3.24e+00 3.25e-03 8.27e-02
honda -2.97e+00 3.25e-03 6.33e-02
subaru -2.89e+00 3.25e-03 5.85e-02
volkswagen -2.89e+00 3.25e-03 5.85e-02
peugot -2.80e+00 3.25e-03 5.36e-02
volvo -2.80e+00 3.25e-03 5.36e-02
bmw -2.49e+00 3.25e-03 3.91e-02
mercedes-benz -2.49e+00 3.25e-03 3.91e-02
audi -2.35e+00 3.25e-03 3.42e-02
saab -2.20e+00 3.25e-03 2.93e-02
porsche -2.02e+00 3.25e-03 2.45e-02
renault 2.02e+00 7.47e-02 9.93e-03
alfa-romero -1.52e+00 3.25e-03 1.48e-02
chevrolet -1.52e+00 3.25e-03 1.48e-02
jaguar -1.52e+00 3.25e-03 1.48e-02
isuzu 1.34e+00 7.47e-02 1.96e-02
mitsubishi 1.23e+00 2.18e-01 6.33e-02
toyota 1.02e+00 4.32e-01 1.56e-01
plymouth 7.81e-01 7.47e-02 3.42e-02
dodge 5.31e-01 7.47e-02 4.39e-02
mercury -4.47e-01 3.25e-03 5.08e-03
002 028 R SNcm Log stroke
0.907 ( 1.29e+00 5.78e-02) 2.04e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
0.864 ( 7.91e+00 5.76e-02) 1.46e+00 ( 7.83e+00 1.97e-01)
020 006 D SM body-style
0.840
sedan -3.49e+00 1.43e-02 4.67e-01
wagon -2.15e+00 1.43e-02 1.22e-01
hardtop 1.75e+00 2.29e-01 3.98e-02
convertible 1.05e+00 8.57e-02 3.01e-02
hatchback 6.57e-01 6.57e-01 3.41e-01
003 029 R SNcm Log horse-power
0.762 ( 4.82e+00 1.39e-01) 1.73e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.28e-01 Prob-*k is known 9.90e-01
021 005 D SM num-of-doors
0.692
four -3.15e+00 2.38e-02 5.55e-01
two 7.87e-01 9.52e-01 4.34e-01
? 7.43e-01 2.38e-02 1.13e-02
005 031 R SNcm Log price
0.562 ( 9.38e+00 1.88e-01) 1.62e-01 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
012 038 R SNcn Log compression-ratio
0.526 ( 2.12e+00 1.30e-01) 1.17e+00 ( 2.27e+00 2.81e-01)
017 014 D SM engine-type
0.175
ohcf -1.97e+00 1.02e-02 7.35e-02
ohcv -1.83e+00 1.02e-02 6.38e-02
dohc -1.75e+00 1.02e-02 5.89e-02
l -1.75e+00 1.02e-02 5.89e-02
rotor -6.78e-01 1.02e-02 2.01e-02
dohcv 6.09e-01 1.02e-02 5.55e-03
ohc 2.67e-01 9.39e-01 7.19e-01
013 039 R SNcn Log city-mpg
0.167 ( 3.09e+00 1.89e-01) 5.78e-01 ( 3.19e+00 2.56e-01)
004 030 R SNcm Log peak-rpm
0.163 ( 8.50e+00 9.54e-02) 4.25e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.28e-01 Prob-*k is known 9.90e-01
016 015 D SM num-of-cylinders
0.137
six -2.44e+00 1.02e-02 1.17e-01
five -1.67e+00 1.02e-02 5.41e-02
eight -8.95e-01 1.02e-02 2.50e-02
two -6.78e-01 1.02e-02 2.01e-02
three 6.09e-01 1.02e-02 5.55e-03
twelve 6.09e-01 1.02e-02 5.55e-03
four 1.95e-01 9.39e-01 7.73e-01
022 004 D SM aspiration
0.121
turbo 7.69e-01 3.93e-01 1.82e-01
std -2.98e-01 6.07e-01 8.18e-01
019 007 D SM drive-wheels
0.104
4wd -6.43e-01 2.38e-02 4.53e-02
rwd 4.74e-01 5.95e-01 3.71e-01
fwd -4.27e-01 3.81e-01 5.84e-01
014 040 R SNcn Log highway-mpg
0.098 ( 3.32e+00 1.89e-01) 4.51e-01 ( 3.40e+00 2.23e-01)
023 003 D SM fuel-type
0.029
diesel -1.02e+00 3.57e-02 9.95e-02
gas 6.85e-02 9.64e-01 9.00e-01
018 008 D SM engine-location
0.008
rear 7.43e-01 3.57e-02 1.70e-02
front -1.92e-02 9.64e-01 9.83e-01
#
#
DATA_CLASS 8
#CLASS 8 - weight 11 normalized weight 0.054 relative strength 2.98e-07 *******
# class cross entropy w.r.t. global class 1.06e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
024 002 D SM make
1.197
nissan -3.14e+00 3.79e-03 8.76e-02
mitsubishi -2.82e+00 3.79e-03 6.33e-02
honda -2.82e+00 3.79e-03 6.33e-02
volkswagen -2.74e+00 3.79e-03 5.85e-02
peugot -2.65e+00 3.79e-03 5.36e-02
volvo -2.65e+00 3.79e-03 5.36e-02
dodge -2.45e+00 3.79e-03 4.39e-02
mercedes-benz -2.33e+00 3.79e-03 3.91e-02
plymouth -2.20e+00 3.79e-03 3.42e-02
audi -2.19e+00 3.82e-03 3.42e-02
bmw 2.16e+00 3.37e-01 3.91e-02
saab -2.05e+00 3.79e-03 2.93e-02
porsche -1.87e+00 3.79e-03 2.45e-02
subaru 1.75e+00 3.37e-01 5.85e-02
isuzu -1.64e+00 3.79e-03 1.96e-02
alfa-romero -1.36e+00 3.79e-03 1.48e-02
chevrolet -1.36e+00 3.79e-03 1.48e-02
jaguar -1.36e+00 3.79e-03 1.48e-02
renault -9.63e-01 3.79e-03 9.93e-03
mercury -2.92e-01 3.79e-03 5.08e-03
toyota 9.17e-02 1.71e-01 1.56e-01
mazda 5.19e-02 8.71e-02 8.27e-02
012 038 R SNcn Log compression-ratio
1.033 ( 2.16e+00 6.69e-02) 1.57e+00 ( 2.27e+00 2.81e-01)
007 033 R SNcn Log length
0.989 ( 5.16e+00 1.64e-02) 2.13e-02 ( 5.16e+00 7.06e-02)
003 029 R SNcm Log horse-power
0.971 ( 4.69e+00 8.58e-02) 1.19e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
008 034 R SNcn Log width
0.896 ( 4.17e+00 8.90e-03) 1.52e+00 ( 4.19e+00 3.15e-02)
002 028 R SNcm Log stroke
0.709 ( 1.06e+00 7.66e-02) 1.50e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
0.676 ( 7.82e+00 6.41e-02) 9.44e-02 ( 7.83e+00 1.97e-01)
009 035 R SNcn Log height
0.648 ( 3.98e+00 1.53e-02) 1.18e-01 ( 3.98e+00 4.54e-02)
015 017 D SM fuel-system
0.574
2bbl -3.42e+00 1.05e-02 3.21e-01
idi -2.24e+00 1.04e-02 9.77e-02
1bbl -1.65e+00 1.04e-02 5.40e-02
spdi -1.45e+00 1.04e-02 4.43e-02
mpfi 7.07e-01 9.27e-01 4.57e-01
spfi 6.47e-01 1.04e-02 5.46e-03
mfi 6.46e-01 1.04e-02 5.46e-03
4bbl -3.76e-01 1.04e-02 1.52e-02
017 014 D SM engine-type
0.474
ohcv -1.68e+00 1.19e-02 6.38e-02
l -1.60e+00 1.19e-02 5.89e-02
ohcf 1.55e+00 3.45e-01 7.35e-02
dohc 1.11e+00 1.79e-01 5.89e-02
dohcv 7.64e-01 1.19e-02 5.55e-03
rotor -5.24e-01 1.19e-02 2.01e-02
ohc -5.17e-01 4.29e-01 7.19e-01
001 027 R SNcm Log bore
0.391 ( 1.25e+00 4.79e-02) 9.94e-01 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
019 007 D SM drive-wheels
0.376
4wd 1.46e+00 1.95e-01 4.53e-02
fwd -1.10e+00 1.94e-01 5.84e-01
rwd 5.01e-01 6.11e-01 3.71e-01
000 026 R SNcm Log normalized-loses
0.325 ( 4.92e+00 3.06e-01) 5.23e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 9.83e-01 Prob-*k is known 8.00e-01
006 032 R SNcn Log wheel-base
0.293 ( 4.59e+00 3.05e-02) 5.61e-02 ( 4.59e+00 5.89e-02)
005 031 R SNcm Log price
0.260 ( 9.51e+00 2.97e-01) 5.31e-01 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
004 030 R SNcm Log peak-rpm
0.193 ( 8.56e+00 1.39e-01) 1.93e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
020 006 D SM body-style
0.187
hatchback -1.23e+00 1.00e-01 3.41e-01
hardtop -8.70e-01 1.67e-02 3.98e-02
convertible -5.91e-01 1.67e-02 3.01e-02
wagon 4.03e-01 1.83e-01 1.22e-01
sedan 3.81e-01 6.84e-01 4.67e-01
011 037 R SNcn Log engine-size
0.182 ( 4.76e+00 1.74e-01) 2.07e-01 ( 4.80e+00 2.82e-01)
013 039 R SNcn Log city-mpg
0.096 ( 3.15e+00 1.88e-01) 2.56e-01 ( 3.19e+00 2.56e-01)
014 040 R SNcn Log highway-mpg
0.054 ( 3.35e+00 1.88e-01) 2.79e-01 ( 3.40e+00 2.23e-01)
016 015 D SM num-of-cylinders
0.050
five -1.51e+00 1.19e-02 5.41e-02
three 7.64e-01 1.19e-02 5.55e-03
twelve 7.64e-01 1.19e-02 5.55e-03
eight -7.40e-01 1.19e-02 2.50e-02
two -5.24e-01 1.19e-02 2.01e-02
six 4.21e-01 1.79e-01 1.17e-01
four -1.40e-02 7.62e-01 7.73e-01
023 003 D SM fuel-type
0.023
diesel -8.70e-01 4.17e-02 9.95e-02
gas 6.22e-02 9.58e-01 9.00e-01
021 005 D SM num-of-doors
0.018
? 8.97e-01 2.78e-02 1.13e-02
two -1.83e-01 3.61e-01 4.34e-01
four 9.61e-02 6.11e-01 5.55e-01
018 008 D SM engine-location
0.013
rear 8.97e-01 4.17e-02 1.70e-02
front -2.54e-02 9.58e-01 9.83e-01
022 004 D SM aspiration
0.002
turbo 1.35e-01 2.08e-01 1.82e-01
std -3.28e-02 7.92e-01 8.18e-01
#
#
DATA_CLASS 9
#CLASS 9 - weight 10 normalized weight 0.049 relative strength 1.86e-06 *******
# class cross entropy w.r.t. global class 1.76e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
000 026 R SNcm Log normalized-loses
1.791 ( 5.29e+00 6.55e-02) 8.11e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 6.18e-01 Prob-*k is known 8.00e-01
003 029 R SNcm Log horse-power
1.630 ( 5.15e+00 1.81e-01) 3.13e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
005 031 R SNcm Log price
1.502 ( 9.78e+00 9.88e-02) 4.40e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 8.16e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
1.344 ( 8.01e+00 5.07e-02) 3.70e+00 ( 7.83e+00 1.97e-01)
024 002 D SM make
1.137
mazda -3.00e+00 4.13e-03 8.27e-02
mercury 2.93e+00 9.50e-02 5.08e-03
honda -2.73e+00 4.13e-03 6.33e-02
mitsubishi -2.73e+00 4.13e-03 6.33e-02
subaru -2.65e+00 4.13e-03 5.85e-02
volkswagen -2.65e+00 4.13e-03 5.85e-02
peugot -2.56e+00 4.13e-03 5.36e-02
volvo -2.56e+00 4.13e-03 5.36e-02
dodge -2.36e+00 4.13e-03 4.39e-02
bmw -2.25e+00 4.13e-03 3.91e-02
mercedes-benz -2.25e+00 4.13e-03 3.91e-02
plymouth -2.11e+00 4.13e-03 3.42e-02
porsche 2.03e+00 1.86e-01 2.45e-02
saab -1.96e+00 4.13e-03 2.93e-02
alfa-romero 1.86e+00 9.50e-02 1.48e-02
isuzu -1.56e+00 4.13e-03 1.96e-02
chevrolet -1.27e+00 4.13e-03 1.48e-02
jaguar -1.27e+00 4.13e-03 1.48e-02
nissan 1.15e+00 2.77e-01 8.76e-02
audi 1.02e+00 9.50e-02 3.42e-02
renault -8.77e-01 4.13e-03 9.93e-03
toyota 1.79e-01 1.86e-01 1.56e-01
011 037 R SNcn Log engine-size
1.008 ( 5.10e+00 1.23e-01) 2.48e+00 ( 4.80e+00 2.82e-01)
017 014 D SM engine-type
0.894
dohcv 2.93e+00 1.04e-01 5.55e-03
ohcv 1.78e+00 3.77e-01 6.38e-02
ohcf -1.73e+00 1.30e-02 7.35e-02
l -1.51e+00 1.30e-02 5.89e-02
dohc 1.20e+00 1.95e-01 5.89e-02
ohc -9.23e-01 2.86e-01 7.19e-01
rotor -4.37e-01 1.30e-02 2.01e-02
016 015 D SM num-of-cylinders
0.836
six 1.56e+00 5.58e-01 1.17e-01
eight 1.43e+00 1.04e-01 2.50e-02
four -1.38e+00 1.95e-01 7.73e-01
three 8.51e-01 1.30e-02 5.55e-03
twelve 8.51e-01 1.30e-02 5.55e-03
five 6.53e-01 1.04e-01 5.41e-02
two -4.37e-01 1.30e-02 2.01e-02
020 006 D SM body-style
0.811
sedan -3.25e+00 1.82e-02 4.67e-01
wagon -1.91e+00 1.82e-02 1.22e-01
hatchback 1.00e+00 9.27e-01 3.41e-01
hardtop -7.84e-01 1.82e-02 3.98e-02
convertible -5.04e-01 1.82e-02 3.01e-02
019 007 D SM drive-wheels
0.733
fwd -2.96e+00 3.03e-02 5.84e-01
4wd 9.84e-01 1.21e-01 4.53e-02
rwd 8.28e-01 8.48e-01 3.71e-01
013 039 R SNcn Log city-mpg
0.691 ( 2.91e+00 1.87e-01) 1.51e+00 ( 3.19e+00 2.56e-01)
012 038 R SNcn Log compression-ratio
0.676 ( 2.17e+00 9.79e-02) 1.01e+00 ( 2.27e+00 2.81e-01)
021 005 D SM num-of-doors
0.668
four -2.91e+00 3.03e-02 5.55e-01
? 9.84e-01 3.03e-02 1.13e-02
two 7.73e-01 9.39e-01 4.34e-01
009 035 R SNcn Log height
0.655 ( 3.94e+00 2.87e-02) 1.58e+00 ( 3.98e+00 4.54e-02)
008 034 R SNcn Log width
0.654 ( 4.22e+00 2.18e-02) 1.51e+00 ( 4.19e+00 3.15e-02)
002 028 R SNcm Log stroke
0.648 ( 1.18e+00 3.50e-02) 2.70e-01 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
015 017 D SM fuel-system
0.562
2bbl -3.34e+00 1.14e-02 3.21e-01
idi -2.15e+00 1.14e-02 9.77e-02
1bbl -1.56e+00 1.14e-02 5.40e-02
spdi -1.36e+00 1.14e-02 4.43e-02
mfi 7.33e-01 1.14e-02 5.46e-03
spfi 7.33e-01 1.14e-02 5.46e-03
mpfi 7.00e-01 9.20e-01 4.57e-01
4bbl -2.89e-01 1.14e-02 1.52e-02
007 033 R SNcn Log length
0.533 ( 5.17e+00 2.75e-02) 4.65e-01 ( 5.16e+00 7.06e-02)
014 040 R SNcn Log highway-mpg
0.395 ( 3.21e+00 1.87e-01) 1.02e+00 ( 3.40e+00 2.23e-01)
001 027 R SNcm Log bore
0.136 ( 1.23e+00 1.05e-01) 2.52e-01 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
006 032 R SNcn Log wheel-base
0.100 ( 4.58e+00 4.25e-02) 2.28e-01 ( 4.59e+00 5.89e-02)
004 030 R SNcm Log peak-rpm
0.061 ( 8.57e+00 9.44e-02) 3.39e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
022 004 D SM aspiration
0.054
turbo 5.58e-01 3.18e-01 1.82e-01
std -1.82e-01 6.82e-01 8.18e-01
023 003 D SM fuel-type
0.020
diesel -7.84e-01 4.55e-02 9.95e-02
gas 5.83e-02 9.55e-01 9.00e-01
018 008 D SM engine-location
0.017
rear 9.84e-01 4.55e-02 1.70e-02
front -2.94e-02 9.55e-01 9.83e-01
#
#
DATA_CLASS 10
#CLASS 10 - weight 10 normalized weight 0.049 relative strength 5.15e-05 *******
# class cross entropy w.r.t. global class 2.25e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
012 038 R SNcn Log compression-ratio
6.920 ( 3.12e+00 1.66e-02) 5.13e+01 ( 2.27e+00 2.81e-01)
023 003 D SM fuel-type
2.022
gas -2.99e+00 4.55e-02 9.00e-01
diesel 2.26e+00 9.55e-01 9.95e-02
015 017 D SM fuel-system
1.965
mpfi -3.69e+00 1.14e-02 4.57e-01
2bbl -3.34e+00 1.14e-02 3.21e-01
idi 2.24e+00 9.20e-01 9.77e-02
1bbl -1.56e+00 1.14e-02 5.40e-02
spdi -1.36e+00 1.14e-02 4.43e-02
mfi 7.33e-01 1.14e-02 5.46e-03
spfi 7.33e-01 1.14e-02 5.46e-03
4bbl -2.89e-01 1.14e-02 1.52e-02
003 029 R SNcm Log horse-power
1.543 ( 4.11e+00 1.21e-01) 3.88e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
002 028 R SNcm Log stroke
1.182 ( 1.23e+00 2.25e-02) 2.34e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
013 039 R SNcn Log city-mpg
1.151 ( 3.57e+00 1.87e-01) 2.00e+00 ( 3.19e+00 2.56e-01)
014 040 R SNcn Log highway-mpg
1.081 ( 3.73e+00 1.87e-01) 1.73e+00 ( 3.40e+00 2.23e-01)
024 002 D SM make
0.852
honda -2.73e+00 4.13e-03 6.33e-02
mitsubishi -2.73e+00 4.13e-03 6.33e-02
subaru -2.65e+00 4.13e-03 5.85e-02
peugot -2.56e+00 4.13e-03 5.36e-02
volvo -2.56e+00 4.13e-03 5.36e-02
dodge -2.36e+00 4.13e-03 4.39e-02
bmw -2.25e+00 4.13e-03 3.91e-02
mercedes-benz -2.25e+00 4.13e-03 3.91e-02
audi -2.11e+00 4.13e-03 3.42e-02
plymouth -2.11e+00 4.13e-03 3.42e-02
saab -1.96e+00 4.13e-03 2.93e-02
volkswagen 1.84e+00 3.68e-01 5.85e-02
porsche -1.78e+00 4.13e-03 2.45e-02
isuzu -1.56e+00 4.13e-03 1.96e-02
alfa-romero -1.27e+00 4.13e-03 1.48e-02
chevrolet -1.27e+00 4.13e-03 1.48e-02
jaguar -1.27e+00 4.13e-03 1.48e-02
renault -8.77e-01 4.13e-03 9.93e-03
mazda 8.10e-01 1.86e-01 8.27e-02
toyota 5.76e-01 2.77e-01 1.56e-01
mercury -2.06e-01 4.13e-03 5.08e-03
nissan 8.15e-02 9.50e-02 8.76e-02
011 037 R SNcn Log engine-size
0.699 ( 4.67e+00 1.00e-01) 1.26e+00 ( 4.80e+00 2.82e-01)
004 030 R SNcm Log peak-rpm
0.618 ( 8.43e+00 9.44e-02) 1.16e+00 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
009 035 R SNcn Log height
0.597 ( 4.00e+00 1.80e-02) 1.08e+00 ( 3.98e+00 4.54e-02)
010 036 R SNcn Log curb-weight
0.596 ( 7.76e+00 7.43e-02) 8.36e-01 ( 7.83e+00 1.97e-01)
007 033 R SNcn Log length
0.550 ( 5.15e+00 2.67e-02) 3.29e-01 ( 5.16e+00 7.06e-02)
008 034 R SNcn Log width
0.408 ( 4.18e+00 1.43e-02) 3.94e-01 ( 4.19e+00 3.15e-02)
001 027 R SNcm Log bore
0.364 ( 1.15e+00 5.02e-02) 9.60e-01 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
005 031 R SNcm Log price
0.319 ( 9.18e+00 2.74e-01) 6.08e-01 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
006 032 R SNcn Log wheel-base
0.314 ( 4.59e+00 2.96e-02) 6.79e-02 ( 4.59e+00 5.89e-02)
020 006 D SM body-style
0.305
wagon -1.91e+00 1.82e-02 1.22e-01
hatchback -1.14e+00 1.09e-01 3.41e-01
hardtop -7.84e-01 1.82e-02 3.98e-02
sedan 5.83e-01 8.36e-01 4.67e-01
convertible -5.04e-01 1.82e-02 3.01e-02
000 026 R SNcm Log normalized-loses
0.273 ( 4.56e+00 1.97e-01) 1.01e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 7.09e-01 Prob-*k is known 8.00e-01
021 005 D SM num-of-doors
0.258
? 2.37e+00 1.21e-01 1.13e-02
two -7.15e-01 2.12e-01 4.34e-01
four 1.83e-01 6.67e-01 5.55e-01
019 007 D SM drive-wheels
0.169
rwd -1.12e+00 1.21e-01 3.71e-01
4wd -4.02e-01 3.03e-02 4.53e-02
fwd 3.73e-01 8.48e-01 5.84e-01
017 014 D SM engine-type
0.152
ohcf -1.73e+00 1.30e-02 7.35e-02
ohcv -1.59e+00 1.30e-02 6.38e-02
dohc -1.51e+00 1.30e-02 5.89e-02
l -1.51e+00 1.30e-02 5.89e-02
dohcv 8.51e-01 1.30e-02 5.55e-03
rotor -4.37e-01 1.30e-02 2.01e-02
ohc 2.49e-01 9.22e-01 7.19e-01
016 015 D SM num-of-cylinders
0.124
six -2.20e+00 1.30e-02 1.17e-01
five -1.43e+00 1.30e-02 5.41e-02
three 8.51e-01 1.30e-02 5.55e-03
twelve 8.51e-01 1.30e-02 5.55e-03
eight -6.54e-01 1.30e-02 2.50e-02
two -4.37e-01 1.30e-02 2.01e-02
four 1.77e-01 9.22e-01 7.73e-01
022 004 D SM aspiration
0.054
turbo 5.58e-01 3.18e-01 1.82e-01
std -1.82e-01 6.82e-01 8.18e-01
018 008 D SM engine-location
0.017
rear 9.84e-01 4.55e-02 1.70e-02
front -2.94e-02 9.55e-01 9.83e-01
#
#
DATA_CLASS 11
#CLASS 11 - weight 9 normalized weight 0.044 relative strength 3.58e-05 *******
# class cross entropy w.r.t. global class 2.22e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
007 033 R SNcn Log length
2.201 ( 5.02e+00 4.09e-02) 3.44e+00 ( 5.16e+00 7.06e-02)
001 027 R SNcm Log bore
2.074 ( 1.08e+00 1.81e-02) 6.52e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
1.817 ( 7.51e+00 7.68e-02) 4.14e+00 ( 7.83e+00 1.97e-01)
005 031 R SNcm Log price
1.810 ( 8.72e+00 1.13e-01) 5.56e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
012 038 R SNcn Log compression-ratio
1.616 ( 2.23e+00 3.44e-02) 1.07e+00 ( 2.27e+00 2.81e-01)
024 002 D SM make
1.475
toyota -3.45e+00 4.94e-03 1.56e-01
nissan -2.96e+00 4.54e-03 8.76e-02
mitsubishi -2.64e+00 4.54e-03 6.33e-02
subaru -2.56e+00 4.54e-03 5.85e-02
volkswagen -2.56e+00 4.54e-03 5.85e-02
peugot -2.47e+00 4.54e-03 5.36e-02
volvo -2.47e+00 4.54e-03 5.36e-02
dodge -2.27e+00 4.54e-03 4.39e-02
bmw -2.15e+00 4.54e-03 3.91e-02
mercedes-benz -2.15e+00 4.54e-03 3.91e-02
honda 2.08e+00 5.05e-01 6.33e-02
audi -2.02e+00 4.54e-03 3.42e-02
plymouth -2.02e+00 4.54e-03 3.42e-02
chevrolet 1.96e+00 1.05e-01 1.48e-02
saab -1.87e+00 4.54e-03 2.93e-02
porsche -1.69e+00 4.54e-03 2.45e-02
isuzu -1.47e+00 4.54e-03 1.96e-02
mazda 1.30e+00 3.04e-01 8.27e-02
alfa-romero -1.18e+00 4.54e-03 1.48e-02
jaguar -1.18e+00 4.54e-03 1.48e-02
renault -7.83e-01 4.54e-03 9.93e-03
mercury -1.12e-01 4.54e-03 5.08e-03
015 017 D SM fuel-system
1.189
mpfi -3.60e+00 1.25e-02 4.57e-01
1bbl 2.25e+00 5.13e-01 5.40e-02
idi -2.06e+00 1.25e-02 9.77e-02
spdi -1.27e+00 1.25e-02 4.43e-02
mfi 8.26e-01 1.25e-02 5.46e-03
spfi 8.26e-01 1.25e-02 5.46e-03
2bbl 2.50e-01 4.12e-01 3.21e-01
4bbl -1.96e-01 1.25e-02 1.52e-02
011 037 R SNcn Log engine-size
1.164 ( 4.46e+00 1.24e-01) 2.78e+00 ( 4.80e+00 2.82e-01)
003 029 R SNcm Log horse-power
1.164 ( 4.19e+00 1.38e-01) 2.88e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
006 032 R SNcn Log wheel-base
1.115 ( 4.51e+00 3.13e-02) 2.44e+00 ( 4.59e+00 5.89e-02)
013 039 R SNcn Log city-mpg
0.992 ( 3.54e+00 1.86e-01) 1.85e+00 ( 3.19e+00 2.56e-01)
008 034 R SNcn Log width
0.825 ( 4.15e+00 1.81e-02) 1.92e+00 ( 4.19e+00 3.15e-02)
020 006 D SM body-style
0.787
sedan -3.09e+00 2.13e-02 4.67e-01
wagon -1.81e+00 2.00e-02 1.22e-01
hatchback 9.92e-01 9.19e-01 3.41e-01
hardtop -6.90e-01 2.00e-02 3.98e-02
convertible -4.11e-01 2.00e-02 3.01e-02
014 040 R SNcn Log highway-mpg
0.781 ( 3.67e+00 1.86e-01) 1.47e+00 ( 3.40e+00 2.23e-01)
021 005 D SM num-of-doors
0.653
four -2.77e+00 3.46e-02 5.55e-01
? 1.08e+00 3.33e-02 1.13e-02
two 7.65e-01 9.32e-01 4.34e-01
000 026 R SNcm Log normalized-loses
0.631 ( 4.71e+00 1.16e-01) 4.38e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 9.80e-01 Prob-*k is known 8.00e-01
002 028 R SNcm Log stroke
0.429 ( 1.18e+00 4.50e-02) 5.25e-03 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
009 035 R SNcn Log height
0.412 ( 3.97e+00 2.20e-02) 7.76e-01 ( 3.98e+00 4.54e-02)
019 007 D SM drive-wheels
0.347
rwd -2.41e+00 3.33e-02 3.71e-01
fwd 4.69e-01 9.33e-01 5.84e-01
4wd -3.09e-01 3.33e-02 4.53e-02
016 015 D SM num-of-cylinders
0.340
three 3.02e+00 1.14e-01 5.55e-03
six -2.11e+00 1.43e-02 1.17e-01
five -1.33e+00 1.43e-02 5.41e-02
twelve 9.44e-01 1.43e-02 5.55e-03
eight -5.60e-01 1.43e-02 2.50e-02
two -3.44e-01 1.43e-02 2.01e-02
four 5.31e-02 8.15e-01 7.73e-01
004 030 R SNcm Log peak-rpm
0.128 ( 8.59e+00 9.39e-02) 5.15e-01 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
017 014 D SM engine-type
0.120
ohcf -1.64e+00 1.43e-02 7.35e-02
ohcv -1.50e+00 1.43e-02 6.38e-02
dohc -1.42e+00 1.43e-02 5.89e-02
dohcv 9.44e-01 1.43e-02 5.55e-03
l 6.60e-01 1.14e-01 5.89e-02
rotor -3.44e-01 1.43e-02 2.01e-02
ohc 1.25e-01 8.15e-01 7.19e-01
022 004 D SM aspiration
0.078
turbo -1.29e+00 4.99e-02 1.82e-01
std 1.50e-01 9.50e-01 8.18e-01
018 008 D SM engine-location
0.021
rear 1.08e+00 4.99e-02 1.70e-02
front -3.40e-02 9.50e-01 9.83e-01
023 003 D SM fuel-type
0.017
diesel -6.90e-01 4.99e-02 9.95e-02
gas 5.36e-02 9.50e-01 9.00e-01
#
#
DATA_CLASS 12
#CLASS 12 - weight 9 normalized weight 0.044 relative strength 9.06e-05 *******
# class cross entropy w.r.t. global class 2.56e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
007 033 R SNcn Log length
2.278 ( 5.13e+00 4.74e-03) 5.78e+00 ( 5.16e+00 7.06e-02)
012 038 R SNcn Log compression-ratio
2.180 ( 2.23e+00 1.94e-02) 1.69e+00 ( 2.27e+00 2.81e-01)
017 014 D SM engine-type
1.902
ohc -3.92e+00 1.43e-02 7.19e-01
rotor 3.03e+00 4.14e-01 2.01e-02
ohcv -1.50e+00 1.43e-02 6.38e-02
ohcf 1.45e+00 3.14e-01 7.35e-02
l -1.42e+00 1.43e-02 5.89e-02
dohc 1.29e+00 2.14e-01 5.89e-02
dohcv 9.46e-01 1.43e-02 5.55e-03
002 028 R SNcm Log stroke
1.850 ( 1.03e+00 3.67e-02) 3.87e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 5.98e-01 Prob-*k is known 9.80e-01
024 002 D SM make
1.770
toyota -3.53e+00 4.55e-03 1.56e-01
nissan -2.96e+00 4.55e-03 8.76e-02
honda -2.63e+00 4.55e-03 6.33e-02
mitsubishi -2.63e+00 4.55e-03 6.33e-02
alfa-romero 2.63e+00 2.05e-01 1.48e-02
subaru -2.55e+00 4.55e-03 5.85e-02
volkswagen -2.55e+00 4.55e-03 5.85e-02
porsche 2.52e+00 3.05e-01 2.45e-02
peugot -2.47e+00 4.55e-03 5.36e-02
volvo -2.47e+00 4.55e-03 5.36e-02
dodge -2.27e+00 4.55e-03 4.39e-02
bmw -2.15e+00 4.55e-03 3.91e-02
mercedes-benz -2.15e+00 4.55e-03 3.91e-02
audi -2.02e+00 4.55e-03 3.42e-02
plymouth -2.02e+00 4.55e-03 3.42e-02
saab -1.87e+00 4.55e-03 2.93e-02
mazda 1.59e+00 4.05e-01 8.27e-02
isuzu -1.46e+00 4.55e-03 1.96e-02
chevrolet -1.18e+00 4.55e-03 1.48e-02
jaguar -1.18e+00 4.55e-03 1.48e-02
renault -7.81e-01 4.55e-03 9.93e-03
mercury -1.10e-01 4.55e-03 5.08e-03
001 027 R SNcm Log bore
1.542 ( 1.29e+00 3.48e-02) 2.57e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 5.98e-01 Prob-*k is known 9.80e-01
009 035 R SNcn Log height
1.533 ( 3.91e+00 2.10e-02) 3.29e+00 ( 3.98e+00 4.54e-02)
016 015 D SM num-of-cylinders
1.289
two 3.03e+00 4.14e-01 2.01e-02
five -1.33e+00 1.43e-02 5.41e-02
four -1.28e+00 2.14e-01 7.73e-01
six 9.86e-01 3.14e-01 1.17e-01
three 9.46e-01 1.43e-02 5.55e-03
twelve 9.46e-01 1.43e-02 5.55e-03
eight -5.58e-01 1.43e-02 2.50e-02
020 006 D SM body-style
1.121
sedan -3.15e+00 2.00e-02 4.67e-01
convertible 2.36e+00 3.20e-01 3.01e-02
wagon -1.81e+00 2.00e-02 1.22e-01
hardtop 1.71e+00 2.20e-01 3.98e-02
hatchback 2.09e-01 4.20e-01 3.41e-01
000 026 R SNcm Log normalized-loses
1.060 ( 5.01e+00 4.72e-02) 5.23e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 4.80e-01 Prob-*k is known 8.00e-01
015 017 D SM fuel-system
1.045
2bbl -3.25e+00 1.25e-02 3.21e-01
4bbl 3.03e+00 3.12e-01 1.52e-02
idi -2.06e+00 1.25e-02 9.77e-02
1bbl -1.46e+00 1.25e-02 5.40e-02
spdi -1.27e+00 1.25e-02 4.43e-02
mfi 8.28e-01 1.25e-02 5.46e-03
spfi 8.28e-01 1.25e-02 5.46e-03
mpfi 2.93e-01 6.13e-01 4.57e-01
006 032 R SNcn Log wheel-base
0.984 ( 4.52e+00 3.17e-02) 2.23e+00 ( 4.59e+00 5.89e-02)
013 039 R SNcn Log city-mpg
0.859 ( 2.88e+00 1.86e-01) 1.71e+00 ( 3.19e+00 2.56e-01)
008 034 R SNcn Log width
0.855 ( 4.18e+00 9.07e-03) 1.29e+00 ( 4.19e+00 3.15e-02)
018 008 D SM engine-location
0.790
rear 3.03e+00 3.50e-01 1.70e-02
front -4.14e-01 6.50e-01 9.83e-01
019 007 D SM drive-wheels
0.757
fwd -2.86e+00 3.33e-02 5.84e-01
rwd 9.24e-01 9.33e-01 3.71e-01
4wd -3.07e-01 3.33e-02 4.53e-02
010 036 R SNcn Log curb-weight
0.751 ( 7.85e+00 5.93e-02) 3.39e-01 ( 7.83e+00 1.97e-01)
004 030 R SNcm Log peak-rpm
0.684 ( 8.65e+00 9.39e-02) 1.22e+00 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
021 005 D SM num-of-doors
0.658
four -2.81e+00 3.33e-02 5.55e-01
? 1.08e+00 3.33e-02 1.13e-02
two 7.67e-01 9.33e-01 4.34e-01
005 031 R SNcm Log price
0.466 ( 9.82e+00 4.33e-01) 1.08e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
003 029 R SNcm Log horse-power
0.456 ( 4.90e+00 2.96e-01) 1.08e+00 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
014 040 R SNcn Log highway-mpg
0.433 ( 3.20e+00 1.86e-01) 1.08e+00 ( 3.40e+00 2.23e-01)
011 037 R SNcn Log engine-size
0.219 ( 4.74e+00 4.15e-01) 1.40e-01 ( 4.80e+00 2.82e-01)
022 004 D SM aspiration
0.078
turbo -1.29e+00 5.00e-02 1.82e-01
std 1.50e-01 9.50e-01 8.18e-01
023 003 D SM fuel-type
0.016
diesel -6.88e-01 5.00e-02 9.95e-02
gas 5.35e-02 9.50e-01 9.00e-01
#
#
DATA_CLASS 13
#CLASS 13 - weight 8 normalized weight 0.039 relative strength 2.67e-05 *******
# class cross entropy w.r.t. global class 1.72e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
008 034 R SNcn Log width
1.871 ( 4.16e+00 4.71e-03) 6.41e+00 ( 4.19e+00 3.15e-02)
007 033 R SNcn Log length
1.623 ( 5.07e+00 1.83e-02) 4.69e+00 ( 5.16e+00 7.06e-02)
002 028 R SNcm Log stroke
1.607 ( 1.22e+00 1.41e-02) 3.38e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
010 036 R SNcn Log curb-weight
1.543 ( 7.67e+00 3.60e-02) 4.42e+00 ( 7.83e+00 1.97e-01)
011 037 R SNcn Log engine-size
1.374 ( 4.60e+00 5.74e-02) 3.56e+00 ( 4.80e+00 2.82e-01)
006 032 R SNcn Log wheel-base
1.351 ( 4.55e+00 1.22e-02) 3.45e+00 ( 4.59e+00 5.89e-02)
001 027 R SNcm Log bore
1.145 ( 1.11e+00 3.02e-02) 2.90e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
024 002 D SM make
1.029
toyota -3.43e+00 5.06e-03 1.56e-01
nissan -2.85e+00 5.06e-03 8.76e-02
mazda -2.79e+00 5.06e-03 8.27e-02
subaru -2.45e+00 5.06e-03 5.85e-02
peugot -2.36e+00 5.06e-03 5.36e-02
volvo -2.36e+00 5.06e-03 5.36e-02
bmw -2.04e+00 5.06e-03 3.91e-02
mercedes-benz -2.04e+00 5.06e-03 3.91e-02
audi -1.91e+00 5.06e-03 3.42e-02
saab -1.76e+00 5.06e-03 2.93e-02
dodge 1.65e+00 2.28e-01 4.39e-02
porsche -1.58e+00 5.06e-03 2.45e-02
volkswagen 1.36e+00 2.28e-01 5.85e-02
isuzu -1.36e+00 5.06e-03 1.96e-02
honda 1.27e+00 2.26e-01 6.33e-02
plymouth 1.22e+00 1.16e-01 3.42e-02
alfa-romero -1.07e+00 5.06e-03 1.48e-02
chevrolet -1.07e+00 5.06e-03 1.48e-02
jaguar -1.07e+00 5.06e-03 1.48e-02
renault -6.74e-01 5.06e-03 9.93e-03
mitsubishi 6.08e-01 1.16e-01 6.33e-02
mercury -3.29e-03 5.06e-03 5.08e-03
012 038 R SNcn Log compression-ratio
1.012 ( 2.10e+00 7.61e-02) 2.15e+00 ( 2.27e+00 2.81e-01)
005 031 R SNcm Log price
0.985 ( 9.04e+00 1.44e-01) 2.14e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.80e-01
015 017 D SM fuel-system
0.698
2bbl -3.14e+00 1.39e-02 3.21e-01
idi -1.95e+00 1.39e-02 9.77e-02
spdi 1.67e+00 2.36e-01 4.43e-02
1bbl 1.47e+00 2.35e-01 5.40e-02
mfi 9.35e-01 1.39e-02 5.46e-03
spfi 9.35e-01 1.39e-02 5.46e-03
4bbl -8.67e-02 1.39e-02 1.52e-02
mpfi 4.63e-03 4.59e-01 4.57e-01
003 029 R SNcm Log horse-power
0.686 ( 4.52e+00 1.14e-01) 5.59e-01 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
004 030 R SNcm Log peak-rpm
0.477 ( 8.63e+00 9.33e-02) 1.02e+00 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.99e-01 Prob-*k is known 9.90e-01
021 005 D SM num-of-doors
0.370
? 2.57e+00 1.48e-01 1.13e-02
four -7.66e-01 2.58e-01 5.55e-01
two 3.14e-01 5.94e-01 4.34e-01
019 007 D SM drive-wheels
0.334
rwd -2.30e+00 3.71e-02 3.71e-01
fwd 4.61e-01 9.26e-01 5.84e-01
4wd -2.00e-01 3.71e-02 4.53e-02
022 004 D SM aspiration
0.260
turbo 1.01e+00 5.01e-01 1.82e-01
std -4.94e-01 4.99e-01 8.18e-01
020 006 D SM body-style
0.187
convertible 1.49e+00 1.34e-01 3.01e-02
sedan -6.52e-01 2.43e-01 4.67e-01
hardtop -5.81e-01 2.23e-02 3.98e-02
hatchback 3.16e-01 4.67e-01 3.41e-01
wagon 8.76e-02 1.34e-01 1.22e-01
017 014 D SM engine-type
0.132
ohcf -1.53e+00 1.59e-02 7.35e-02
ohcv -1.39e+00 1.59e-02 6.38e-02
dohc -1.31e+00 1.59e-02 5.89e-02
l -1.31e+00 1.59e-02 5.89e-02
dohcv 1.05e+00 1.59e-02 5.55e-03
rotor -2.35e-01 1.59e-02 2.01e-02
ohc 2.29e-01 9.05e-01 7.19e-01
000 026 R SNcm Log normalized-loses
0.115 ( 4.89e+00 3.24e-01) 3.81e-01 ( 4.76e+00 2.82e-01)
Prob-jk is known 8.66e-01 Prob-*k is known 8.00e-01
016 015 D SM num-of-cylinders
0.114
six -2.00e+00 1.59e-02 1.17e-01
five -1.22e+00 1.59e-02 5.41e-02
three 1.05e+00 1.59e-02 5.55e-03
twelve 1.05e+00 1.59e-02 5.55e-03
eight -4.51e-01 1.59e-02 2.50e-02
two -2.35e-01 1.59e-02 2.01e-02
four 1.58e-01 9.05e-01 7.73e-01
013 039 R SNcn Log city-mpg
0.097 ( 3.23e+00 1.85e-01) 2.08e-01 ( 3.19e+00 2.56e-01)
009 035 R SNcn Log height
0.067 ( 3.97e+00 4.77e-02) 3.43e-01 ( 3.98e+00 4.54e-02)
014 040 R SNcn Log highway-mpg
0.037 ( 3.42e+00 1.85e-01) 1.22e-01 ( 3.40e+00 2.23e-01)
018 008 D SM engine-location
0.028
rear 1.19e+00 5.56e-02 1.70e-02
front -4.01e-02 9.44e-01 9.83e-01
023 003 D SM fuel-type
0.013
diesel -5.81e-01 5.56e-02 9.95e-02
gas 4.76e-02 9.44e-01 9.00e-01
#
#
DATA_CLASS 14
#CLASS 14 - weight 5 normalized weight 0.024 relative strength 3.52e-01 *******
# class cross entropy w.r.t. global class 3.92e+01 *******
#
#
#DISCRETE ATTRIBUTE (t = D) log(
# numb t mtt description I-jk Value name/Index Prob-jkl/ Prob Prob
# t a Prob-*kl) -jkl -*kl
#
#REAL ATTRIBUTE (t = R) |Mean-jk -
# numb t mtt description I-jk Mean StDev Mean-*k|/ Mean StDev
# t a -jk -jk StDev-jk -*k -*k
#
012 038 R SNcn Log compression-ratio
6.351 ( 3.04e+00 1.37e-02) 5.68e+01 ( 2.27e+00 2.81e-01)
010 036 R SNcn Log curb-weight
2.390 ( 8.11e+00 3.08e-02) 9.14e+00 ( 7.83e+00 1.97e-01)
006 032 R SNcn Log wheel-base
2.258 ( 4.70e+00 2.54e-02) 4.43e+00 ( 4.59e+00 5.89e-02)
001 027 R SNcm Log bore
2.185 ( 1.31e+00 1.37e-02) 7.95e+00 ( 1.20e+00 8.22e-02)
Prob-jk is known 9.96e-01 Prob-*k is known 9.80e-01
017 014 D SM engine-type
2.180
ohc -3.41e+00 2.38e-02 7.19e-01
l 2.68e+00 8.57e-01 5.89e-02
dohcv 1.46e+00 2.38e-02 5.55e-03
ohcf -1.13e+00 2.38e-02 7.35e-02
ohcv -9.86e-01 2.38e-02 6.38e-02
dohc -9.07e-01 2.38e-02 5.89e-02
rotor 1.69e-01 2.38e-02 2.01e-02
008 034 R SNcn Log width
2.155 ( 4.23e+00 4.56e-03) 8.24e+00 ( 4.19e+00 3.15e-02)
004 030 R SNcm Log peak-rpm
2.137 ( 8.33e+00 9.04e-02) 2.25e+00 ( 8.54e+00 9.88e-02)
Prob-jk is known 9.98e-01 Prob-*k is known 9.90e-01
024 002 D SM make
2.076
toyota -3.02e+00 7.58e-03 1.56e-01
peugot 2.75e+00 8.41e-01 5.36e-02
nissan -2.45e+00 7.58e-03 8.76e-02
mazda -2.39e+00 7.58e-03 8.27e-02
honda -2.12e+00 7.58e-03 6.33e-02
mitsubishi -2.12e+00 7.58e-03 6.33e-02
subaru -2.04e+00 7.58e-03 5.85e-02
volkswagen -2.04e+00 7.58e-03 5.85e-02
volvo -1.96e+00 7.58e-03 5.36e-02
dodge -1.76e+00 7.58e-03 4.39e-02
bmw -1.64e+00 7.58e-03 3.91e-02
mercedes-benz -1.64e+00 7.58e-03 3.91e-02
audi -1.51e+00 7.58e-03 3.42e-02
plymouth -1.51e+00 7.58e-03 3.42e-02
saab -1.35e+00 7.58e-03 2.93e-02
porsche -1.17e+00 7.58e-03 2.45e-02
isuzu -9.53e-01 7.58e-03 1.96e-02
alfa-romero -6.69e-01 7.58e-03 1.48e-02
chevrolet -6.69e-01 7.58e-03 1.48e-02
jaguar -6.69e-01 7.58e-03 1.48e-02
mercury 4.01e-01 7.58e-03 5.08e-03
renault -2.71e-01 7.58e-03 9.93e-03
002 028 R SNcm Log stroke
1.855 ( 1.26e+00 1.37e-02) 6.08e+00 ( 1.18e+00 1.02e-01)
Prob-jk is known 9.96e-01 Prob-*k is known 9.80e-01
023 003 D SM fuel-type
1.837
gas -2.38e+00 8.33e-02 9.00e-01
diesel 2.22e+00 9.17e-01 9.95e-02
009 035 R SNcn Log height
1.771 ( 4.05e+00 1.55e-02) 4.42e+00 ( 3.98e+00 4.54e-02)
015 017 D SM fuel-system
1.758
mpfi -3.09e+00 2.08e-02 4.57e-01
2bbl -2.73e+00 2.08e-02 3.21e-01
idi 2.17e+00 8.54e-01 9.77e-02
mfi 1.34e+00 2.08e-02 5.46e-03
spfi 1.34e+00 2.08e-02 5.46e-03
1bbl -9.53e-01 2.08e-02 5.40e-02
spdi -7.54e-01 2.08e-02 4.43e-02
4bbl 3.17e-01 2.08e-02 1.52e-02
011 037 R SNcn Log engine-size
1.653 ( 5.02e+00 4.54e-02) 4.92e+00 ( 4.80e+00 2.82e-01)
003 029 R SNcm Log horse-power
1.541 ( 4.55e+00 4.54e-02) 6.65e-01 ( 4.58e+00 3.45e-01)
Prob-jk is known 9.98e-01 Prob-*k is known 9.90e-01
007 033 R SNcn Log length
1.450 ( 5.25e+00 2.83e-02) 3.45e+00 ( 5.16e+00 7.06e-02)
000 026 R SNcm Log normalized-loses
1.323 ( 5.08e+00 4.54e-02) 6.99e+00 ( 4.76e+00 2.82e-01)
Prob-jk is known 6.33e-01 Prob-*k is known 8.00e-01
022 004 D SM aspiration
1.291
std -2.28e+00 8.33e-02 8.18e-01
turbo 1.62e+00 9.17e-01 1.82e-01
005 031 R SNcm Log price
1.213 ( 9.66e+00 1.13e-01) 2.75e+00 ( 9.35e+00 5.00e-01)
Prob-jk is known 9.96e-01 Prob-*k is known 9.80e-01
019 007 D SM drive-wheels
0.658
fwd -2.35e+00 5.56e-02 5.84e-01
rwd 8.75e-01 8.89e-01 3.71e-01
4wd 2.04e-01 5.56e-02 4.53e-02
020 006 D SM body-style
0.393
hatchback -2.32e+00 3.33e-02 3.41e-01
wagon 1.10e+00 3.67e-01 1.22e-01
hardtop -1.77e-01 3.33e-02 3.98e-02
sedan 1.33e-01 5.33e-01 4.67e-01
convertible 1.02e-01 3.33e-02 3.01e-02
021 005 D SM num-of-doors
0.393
two -2.05e+00 5.56e-02 4.34e-01
? 1.59e+00 5.56e-02 1.13e-02
four 4.71e-01 8.89e-01 5.55e-01
013 039 R SNcn Log city-mpg
0.165 ( 3.29e+00 1.79e-01) 5.07e-01 ( 3.19e+00 2.56e-01)
016 015 D SM num-of-cylinders
0.104
six -1.59e+00 2.38e-02 1.17e-01
three 1.46e+00 2.38e-02 5.55e-03
twelve 1.46e+00 2.38e-02 5.55e-03
five -8.21e-01 2.38e-02 5.41e-02
two 1.69e-01 2.38e-02 2.01e-02
four 1.04e-01 8.57e-01 7.73e-01
eight -4.74e-02 2.38e-02 2.50e-02
018 008 D SM engine-location
0.068
rear 1.59e+00 8.33e-02 1.70e-02
front -6.99e-02 9.17e-01 9.83e-01
014 040 R SNcn Log highway-mpg
0.045 ( 3.39e+00 1.79e-01) 8.63e-02 ( 3.40e+00 2.23e-01)
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