Dataset Tecnique Split1 Split2 Split3 Split4 Split5 Split6 Split7 Split8 Split9 Split10 Split11 Split12 Split13 Split14 Split15 Split16 Split17 Split18 Split19 Split20 Split21 Split22 Split23 Split24 Split25 Split26 Split27 Split28 Split29 Split30
AK LP4EE 25.84 27.02 29.18 26.22 36.56 28.94 28.11 38.79 36.74 30.56 32.37 27.09 23.28 35.00 24.81 28.09 25.84 29.47 26.22 34.20 24.68 29.40 24.60 23.58 26.44 24.74 31.63 23.74 26.85 33.98
AK ATLM 22.28 29.42 30.26 30.01 17.21 37.89 27.35 25.43 29.16 35.46 27.23 27.35 24.94 34.92 20.05 25.63 24.95 34.02 28.48 24.68 22.79 21.15 28.06 26.37 41.32 24.17 30.09 22.44 28.03 24.54
AK CART 42.05 41.20 50.45 24.46 33.94 34.30 24.46 33.96 41.67 54.00 27.93 56.13 36.06 36.20 64.39 30.56 33.76 46.91 41.48 32.48 51.29 39.57 39.15 32.06 29.11 40.54 44.49 41.75 22.46 38.65
AK KNN1 43.23 77.37 59.60 44.43 63.97 51.83 58.17 62.23 49.13 61.03 38.57 78.20 49.43 51.33 57.17 66.00 62.90 67.60 69.60 66.23 70.13 67.00 47.70 42.57 67.80 65.13 64.03 63.50 71.17 65.13
AK KNN10 41.87 34.75 35.13 37.76 32.98 36.03 34.70 33.82 36.57 39.65 35.66 36.43 30.43 39.43 39.20 39.69 29.42 43.21 29.64 31.53 39.00 32.85 36.69 35.84 24.39 31.85 32.71 41.86 38.77 43.47
AK RF 40.60 63.89 41.41 32.63 42.59 45.83 39.47 35.78 44.88 62.08 42.07 51.07 52.61 46.10 58.73 41.88 52.27 54.47 42.20 44.93 61.00 50.26 40.36 50.70 53.14 61.38 34.68 61.46 40.87 50.28
AK SVR 40.48 47.74 29.68 26.91 49.21 24.86 30.57 26.70 40.84 32.38 22.34 46.72 30.54 34.98 34.98 43.72 30.31 43.06 27.09 36.46 38.97 27.48 43.36 41.17 50.06 38.43 32.33 32.81 27.79 37.46
China LP4EE 1050.28 1003.09 1032.10 1157.56 1032.69 1039.17 967.65 1070.84 1056.18 1111.29 1001.51 1012.09 1054.51 1005.76 1059.85 1032.14 1028.09 1106.30 1076.10 1042.14 1030.65 1030.00 1026.24 1018.62 1025.89 1065.00 1042.06 996.11 1067.43 996.15
China ATLM 944.26 959.18 917.49 955.19 957.48 942.45 939.45 952.18 969.04 965.93 945.48 933.64 942.26 944.38 963.20 957.80 972.76 933.33 952.70 944.74 959.99 896.64 930.65 977.83 951.98 943.49 960.53 909.42 937.66 914.25
China CART 1349.18 1347.05 1311.23 1326.66 1395.54 1345.02 1316.13 1411.70 1278.29 1302.14 1387.39 1409.39 1419.29 1347.47 1334.61 1378.54 1408.27 1348.83 1337.03 1364.14 1419.24 1324.29 1405.14 1378.05 1400.76 1338.53 1367.31 1365.57 1372.38 1395.16
China KNN1 1476.50 1484.17 1621.83 1479.83 1411.83 1448.33 1546.67 1542.17 1402.00 1604.83 1579.83 1579.50 1661.33 1644.50 1562.83 1535.83 1560.67 1459.33 1528.67 1492.00 1503.00 1378.00 1616.50 1431.67 1506.50 1552.83 1493.67 1408.00 1526.00 1461.83
China KNN10 1232.68 1256.25 1268.30 1241.42 1245.13 1285.43 1273.08 1298.50 1283.89 1252.50 1188.37 1330.03 1268.70 1190.37 1230.37 1244.28 1234.25 1276.52 1223.67 1207.23 1312.15 1192.55 1154.83 1228.03 1261.03 1287.27 1340.30 1208.45 1198.75 1272.93
China RF 1277.22 1278.45 1305.06 1376.04 1330.83 1339.92 1302.64 1363.51 1258.67 1306.98 1316.52 1334.79 1273.49 1384.00 1345.65 1256.94 1358.29 1389.70 1201.53 1274.39 1325.60 1327.82 1310.87 1297.29 1299.35 1329.49 1303.16 1289.26 1266.23 1377.00
China SVR 1191.91 1214.14 1316.69 1135.66 1242.52 1326.09 1181.49 1240.96 1264.12 1253.94 1274.00 1280.85 1308.07 1217.94 1172.22 1157.38 1254.32 1174.40 1114.68 1222.47 1285.08 1171.30 1147.13 1311.42 1302.27 1226.91 1278.52 1313.73 1183.57 1331.74
Desharnais LP4EE 1532.39 1269.18 1433.98 1323.09 1423.65 1566.49 1480.09 1215.26 1319.55 1558.73 1332.22 1372.66 1472.26 1381.31 1317.92 1508.27 1307.40 1230.05 1227.25 1345.13 1330.90 1204.06 1384.51 1346.99 1196.89 1236.95 1337.46 1199.55 1232.79 1367.54
Desharnais ATLM 1575.85 1299.99 1461.14 1259.51 1319.19 1312.23 1450.31 1376.93 1330.07 1295.75 1326.83 1341.20 1321.57 1574.62 1424.34 1479.26 1621.95 1507.16 1253.75 1424.45 1380.02 1435.60 1303.35 1439.35 1373.15 1318.20 1477.71 1337.67 1215.00 1550.01
Desharnais CART 1530.03 1523.42 1276.99 1359.17 1605.11 1336.88 1616.04 1549.21 1343.97 1774.85 1231.73 1489.42 1429.46 1437.47 1765.76 1520.82 1318.29 1616.50 1690.85 1674.34 1314.98 1531.84 1627.48 1602.71 1382.00 1340.74 1848.81 1462.42 1711.98 1437.64
Desharnais KNN1 1391.33 1627.50 1428.00 2049.83 1373.17 1546.33 1876.67 1510.83 1794.33 1620.50 1270.50 1709.17 1911.50 2013.67 1469.50 1604.00 1431.50 1255.33 1678.83 1984.50 1720.83 1408.17 1429.17 1177.17 1369.67 1447.83 1720.83 1701.00 1541.67 1884.17
Desharnais KNN10 1608.63 1511.15 1326.60 1484.47 1260.12 1482.83 1391.38 1432.17 1475.48 1402.33 1474.62 1414.45 1257.15 1416.82 1338.33 1393.13 1268.65 1299.55 1282.15 1420.60 1298.50 1424.30 1283.40 1340.43 1808.10 1395.55 1724.17 1317.07 1436.28 1368.23
Desharnais RF 1628.31 1387.73 1366.06 1540.91 1391.50 1425.76 1471.61 1412.24 1464.55 1390.74 1386.92 1523.59 1369.60 1419.08 1289.64 1404.86 1283.19 1313.40 1397.71 1483.16 1256.07 1331.35 1570.88 1551.74 1414.93 1587.21 1634.51 1507.49 1322.51 1581.31
Desharnais SVR 1531.96 1579.65 1428.50 1405.74 1417.35 1203.53 1565.96 1646.77 1542.91 1240.46 1408.20 1355.27 1591.51 1637.98 1457.47 1479.60 1673.60 1615.56 1496.06 1627.00 1659.94 1624.07 1476.97 1498.23 1627.93 1758.92 1844.05 1362.72 1482.09 1404.03
Finnish LP4EE 4635.49 3101.18 3728.16 3674.55 4026.87 2513.84 2873.18 4611.81 3929.11 2665.72 3095.15 2541.85 3044.55 3591.29 3705.33 2590.80 4528.50 3001.07 3421.17 2561.98 3940.51 3188.78 3342.88 2474.57 4896.77 3512.74 2816.03 3594.12 2766.09 2810.71
Finnish ATLM 4135.18 2346.13 3536.98 2380.67 3613.88 3216.98 2635.81 2736.75 2869.41 2264.41 2593.83 3251.01 2974.52 2555.78 4170.91 2998.08 3639.63 3003.35 3264.02 2636.68 3044.99 3077.69 2974.92 2317.28 4214.40 2532.34 1952.68 3540.84 3067.51 2140.89
Finnish CART 3515.95 2504.27 3255.43 3635.36 3311.09 3658.48 2470.97 4036.58 3087.51 2464.93 3699.20 2481.68 2811.46 3394.18 4014.99 2809.02 3138.21 3341.12 3781.56 3995.86 3851.82 2549.27 4222.66 2220.88 3127.21 3527.43 3619.59 3214.32 3068.87 4888.88
Finnish KNN1 3905.67 3601.33 3524.50 2699.33 2798.50 4119.67 3079.00 3249.67 3556.50 2392.00 3203.83 3394.33 4334.00 2803.50 3612.17 2399.33 2778.67 2735.50 3328.00 3566.33 3973.00 3880.17 4972.83 4494.83 2993.67 3435.83 2954.67 3930.83 3523.33 4255.17
Finnish KNN10 5041.62 3514.13 3843.88 4255.52 3991.93 3285.35 3279.68 3929.35 4220.60 3452.13 3243.42 3225.52 3419.78 4192.62 4033.87 2924.78 4008.23 2976.10 3776.03 4414.93 3732.65 4049.43 3364.85 2908.35 3730.93 3833.67 3468.93 4042.53 3679.28 3457.20
Finnish RF 3382.22 3733.39 3972.97 3569.37 4073.39 3965.42 2985.43 3306.90 3261.80 3748.28 2901.89 3750.36 3594.32 2690.83 3993.18 2278.84 3401.01 2999.29 2715.19 3360.45 4172.37 3853.27 3697.62 3400.00 4027.48 3480.98 2994.68 3433.80 3051.25 3897.24
Finnish SVR 3974.85 3484.99 3821.33 3610.10 5208.61 2962.31 3028.67 3815.66 3931.78 4468.97 3191.50 4009.83 3129.22 3812.54 4934.29 4175.87 4520.06 3766.37 4367.12 3729.20 3692.06 4927.37 4318.67 4029.32 4696.80 4100.36 3224.04 3462.74 3795.80 3462.16
Kitchenam LP4EE 545.73 597.78 635.29 563.73 539.71 564.71 592.78 537.15 571.13 599.13 574.80 538.29 538.22 526.29 608.02 561.01 632.96 560.52 600.32 586.39 582.62 562.73 582.30 599.03 538.82 530.69 637.65 582.29 585.33 554.67
Kitchenam ATLM 573.70 614.48 560.23 580.66 634.43 623.31 680.52 652.88 611.44 578.75 606.32 616.13 595.66 647.11 609.69 646.34 680.81 595.06 639.06 657.92 598.96 586.29 564.10 611.89 601.62 586.36 622.49 643.52 622.97 583.12
Kitchenam CART 800.31 836.10 953.39 831.38 807.65 868.49 944.80 861.33 987.77 876.00 993.31 788.38 1094.91 886.04 947.49 915.26 850.04 940.12 973.49 904.07 835.68 920.71 900.72 804.65 836.07 973.74 908.60 939.03 983.94 899.76
Kitchenam KNN1 889.83 774.17 815.33 718.33 904.50 890.00 743.00 752.33 882.00 683.00 862.17 857.00 1076.00 785.50 806.67 766.00 923.67 975.83 817.17 751.50 789.00 975.17 608.00 948.00 970.17 819.67 881.17 890.83 861.67 894.67
Kitchenam KNN10 670.85 662.40 664.47 769.00 672.68 659.05 725.27 691.52 738.87 636.23 722.08 725.43 700.12 692.88 664.53 678.28 767.57 671.72 767.97 741.40 656.22 769.92 680.52 739.15 734.65 679.60 698.47 633.18 707.33 772.40
Kitchenam RF 810.98 678.76 739.07 752.09 765.35 756.37 705.81 672.66 784.25 676.09 758.32 801.32 860.97 698.48 739.57 808.02 805.95 835.79 772.49 775.98 686.00 721.69 619.27 784.26 831.28 692.64 889.97 777.76 812.74 890.98
Kitchenam SVR 832.78 804.79 827.06 742.48 884.85 914.45 757.70 749.01 750.63 892.50 756.78 797.85 895.29 811.29 860.23 849.43 824.93 760.73 780.94 940.03 678.98 770.21 790.19 719.81 785.51 815.85 884.37 754.35 839.79 840.59
Maxwell LP4EE 2027.78 2308.59 2534.64 2709.74 2052.08 1971.79 2271.40 2134.26 2259.09 2367.15 2055.98 2829.58 2125.82 2329.43 2141.33 2253.90 2460.80 2684.28 2073.69 2159.80 2480.58 2471.64 2428.56 2298.71 2236.77 2096.90 1980.17 2440.50 2084.32 2718.75
Maxwell ATLM 2517.24 1960.84 2148.60 2257.11 1966.15 2032.42 2427.93 2915.49 2094.75 2350.08 2930.76 2583.58 2250.84 2190.69 1754.33 2046.98 2855.50 2543.89 2521.05 2758.53 2140.43 1570.21 2351.22 2703.60 1826.36 2227.48 2002.64 2200.20 2748.26 2303.69
Maxwell CART 3390.22 1979.70 2264.24 1823.10 2756.13 1678.69 2065.60 1883.48 3060.14 2293.73 1830.88 2470.12 2095.41 3275.98 2403.87 2038.33 1968.00 2498.29 3198.31 2689.15 1937.59 3336.83 2538.70 2120.58 1981.18 2269.33 2898.32 1617.05 2988.39 2489.90
Maxwell KNN1 3394.17 3305.00 3864.33 3408.67 3530.83 3056.17 3111.83 3129.50 3217.50 3745.83 3185.50 3413.50 3105.83 3985.00 3065.67 2877.00 3930.33 3104.50 3437.67 2922.00 3013.17 3788.17 3025.33 3264.50 3433.50 3345.83 3471.00 3827.50 2799.50 2908.50
Maxwell KNN10 2153.87 2247.33 2559.38 2353.80 2208.58 2541.23 2453.73 1944.78 2326.12 2933.88 2259.70 2595.68 2532.37 2374.63 2409.15 2287.80 2269.40 2431.13 2197.40 2691.30 2504.47 2671.77 2465.00 2329.25 2462.99 2403.35 2557.08 2304.50 2484.87 2672.85
Maxwell RF 2270.54 1951.35 2507.60 2288.13 2865.78 2263.58 1832.50 2699.08 2409.83 2472.16 2278.25 2254.87 1999.41 2451.48 2376.26 2464.49 2904.27 1946.32 2339.36 2210.02 3015.31 2832.23 2010.80 2338.98 2431.23 2089.89 2046.04 2459.80 2540.65 2481.40
Maxwell SVR 2329.99 2289.39 2550.81 2466.36 2835.33 2354.32 2485.98 2233.71 2554.54 2865.45 2685.05 2302.68 1911.08 2562.34 2020.87 2613.98 2130.54 2400.34 2533.68 2450.94 2879.17 2008.33 2460.94 2017.33 2042.71 2604.41 2424.06 2068.11 2615.42 2359.85
Miyazaki LP4EE 2851.52 2755.29 2421.49 3169.12 2669.41 2187.68 2201.72 3115.62 1939.29 2451.60 2421.70 2308.25 2951.88 2663.94 2189.03 1981.53 2467.00 1807.95 2989.80 2675.94 2781.74 2822.91 2588.36 2269.44 3694.83 1664.54 3584.12 2116.52 4696.65 3172.05
Miyazaki ATLM 2338.70 2192.29 2328.08 2246.17 2111.38 2469.94 2069.13 2410.96 2211.89 2487.44 2432.25 2593.56 2379.51 2103.19 2359.62 2053.86 2312.01 2567.70 2263.92 2499.30 2369.99 2513.69 1952.32 1819.52 1842.03 1931.32 2522.21 2192.33 2381.87 1998.68
Miyazaki CART 2955.16 3613.29 2910.68 3826.68 4123.95 2997.20 3414.99 3041.24 3333.83 3274.97 3242.25 2546.07 3313.15 3126.42 3233.33 2696.28 3419.68 3081.89 2882.11 3801.14 2986.31 3766.00 2493.33 2292.89 3619.26 2870.26 3512.97 2847.31 3447.67 3780.25
Miyazaki KNN1 2992.00 3413.33 3269.33 3130.67 3533.33 3464.00 2965.33 3241.33 2621.33 2714.67 3112.00 3541.33 3552.00 2978.67 3877.33 3120.00 2938.67 2856.00 3352.00 3453.33 2920.00 2568.00 2768.00 2978.67 3362.67 3093.33 2816.00 3464.00 3344.00 3224.00
Miyazaki KNN10 2299.47 2423.73 2476.00 2444.27 2650.93 2359.47 2260.80 2384.27 2338.40 2767.73 2601.07 2647.20 2577.33 2352.10 2710.13 2498.40 2713.07 2504.80 2755.20 3159.20 2697.07 2268.27 2198.40 2197.33 2368.80 2458.62 2534.13 2617.33 2445.60 2880.53
Miyazaki RF 2111.63 2456.43 2398.54 3048.13 2672.18 2576.45 2190.84 1875.17 2085.12 2476.23 2545.65 1964.02 2780.37 2349.58 2231.32 1888.71 2289.37 2213.27 2613.57 2714.76 2329.99 1988.78 2374.02 2395.38 2309.45 2295.05 2462.98 2636.82 2313.07 2512.55
Miyazaki SVR 2981.65 3085.48 4119.89 3526.09 3692.83 3868.54 3805.88 3859.71 3646.86 3665.46 3004.60 3626.03 3539.34 3657.60 3827.93 4399.18 4993.35 3787.69 4179.05 4534.43 3685.60 3980.58 3064.33 3818.53 3751.84 2868.25 3806.77 3436.44 3732.83 4317.41
Nasa LP4EE 35.35 32.58 50.44 54.81 30.20 35.79 26.09 29.28 36.16 51.78 37.30 34.46 27.06 29.38 48.78 62.44 39.28 35.10 36.94 36.59 35.73 36.09 49.26 25.37 26.70 25.90 47.94 32.64 27.93 26.59
Nasa ATLM 51.71 39.69 46.91 60.46 44.96 43.64 37.50 42.67 41.24 57.06 51.62 47.52 41.42 52.44 64.76 74.43 40.49 41.57 51.12 44.36 47.66 48.98 53.11 38.68 39.19 33.44 53.45 40.68 50.80 32.73
Nasa CART 44.24 45.17 43.56 57.69 53.97 49.13 42.78 41.25 47.52 45.27 46.23 50.22 41.99 45.66 48.99 48.71 47.01 42.23 48.00 44.71 40.92 50.58 50.88 48.40 43.34 39.19 43.74 45.78 43.94 41.67
Nasa KNN1 31.45 32.43 54.19 53.01 44.00 32.99 40.52 28.42 32.68 29.17 48.12 36.13 23.57 55.32 28.87 52.18 37.86 42.36 52.68 28.19 29.44 31.96 52.94 35.07 31.14 25.93 32.72 32.20 53.05 30.31
Nasa KNN10 44.29 42.91 49.40 56.84 44.82 46.24 42.03 42.57 45.27 47.10 52.84 44.03 42.03 41.23 49.73 51.07 44.18 43.75 48.04 46.01 49.25 55.31 43.02 43.10 39.95 41.51 42.93 46.72 44.85 41.70
Nasa RF 35.42 47.56 48.87 51.38 45.82 44.22 35.54 33.47 31.47 46.02 54.16 37.66 34.63 52.92 45.71 51.62 36.76 43.81 53.27 38.19 43.19 45.92 49.28 33.40 34.57 29.98 34.63 43.47 54.25 36.21
Nasa SVR 41.41 47.42 42.76 50.64 39.21 50.62 28.82 35.79 38.76 42.28 46.64 40.79 32.97 46.44 52.71 52.32 44.24 35.32 53.69 49.17 47.27 51.36 41.19 33.48 35.56 25.40 41.91 40.68 32.59 32.36
Nasa93Coc LP4EE 89.44 82.71 72.62 70.74 78.59 65.17 66.47 91.14 75.61 90.52 66.72 75.11 72.57 68.30 68.11 87.93 69.11 71.95 74.02 80.30 81.20 76.13 64.10 87.82 102.54 76.76 59.80 79.46 77.40 68.78
Nasa93Coc ATLM 70.16 65.49 54.91 78.38 78.88 73.74 67.17 72.97 79.78 89.41 52.09 54.47 61.49 71.12 76.99 96.71 91.27 72.43 95.31 73.33 80.37 74.39 66.54 103.89 103.72 81.63 76.31 82.52 47.86 69.12
Nasa93Coc CART 145.07 95.46 164.98 117.87 154.20 145.03 132.01 184.34 86.78 135.50 95.32 134.18 108.60 152.07 106.46 168.08 127.45 137.83 101.61 124.41 118.91 151.78 143.33 145.93 99.83 169.15 148.30 165.34 143.63 132.43
Nasa93Coc KNN1 187.87 178.67 194.67 206.27 119.27 137.13 153.80 177.13 161.40 170.00 126.67 117.27 139.13 128.67 164.00 174.00 128.33 141.47 138.00 229.00 290.13 142.13 142.13 119.27 254.33 107.67 160.20 160.00 163.13 138.13
Nasa93Coc KNN10 115.85 152.00 157.55 126.46 133.82 185.65 154.42 137.04 136.75 183.57 185.71 161.16 139.39 145.59 154.29 148.95 145.50 155.25 141.89 156.81 141.80 131.32 129.72 190.67 169.96 141.97 162.66 154.34 144.93 188.48
Nasa93Coc RF 148.35 138.18 102.47 90.69 146.40 101.71 103.40 111.72 115.45 115.92 120.91 133.72 93.80 96.60 93.09 125.58 109.64 136.85 111.36 138.73 127.85 117.75 132.16 83.06 128.98 100.26 147.35 152.28 115.14 138.74
Nasa93Coc SVR 143.03 133.18 149.78 132.01 127.04 151.08 120.34 151.55 153.85 132.97 167.50 144.20 132.59 136.35 165.10 159.29 130.49 148.45 161.21 134.78 147.46 158.02 123.34 147.69 181.78 131.22 160.49 178.17 146.74 138.45
Telecom LP4EE 77.83 129.65 72.02 83.16 139.41 60.32 60.95 64.08 81.04 107.88 65.57 137.14 152.41 66.30 92.60 84.64 117.16 78.61 48.68 78.39 96.18 66.75 115.35 56.82 119.09 53.04 54.43 98.42 167.96 67.76
Telecom ATLM 69.93 71.08 77.35 88.06 105.71 71.16 73.85 84.01 57.61 95.62 42.38 132.86 130.90 43.76 85.70 71.65 129.50 65.09 75.54 79.06 83.75 80.97 78.24 75.46 118.99 69.84 70.22 77.87 130.43 65.39
Telecom CART 117.82 91.69 135.63 119.64 146.29 145.25 126.34 141.15 113.12 108.46 117.98 157.19 127.76 95.08 118.31 127.93 108.28 103.62 130.61 99.81 141.76 111.88 99.64 86.78 106.87 108.58 79.91 165.84 155.25 103.66
Telecom KNN1 32.72 41.95 45.69 87.37 113.62 94.89 46.99 141.80 65.09 64.56 49.62 168.20 82.40 59.90 74.85 31.02 57.85 66.02 54.18 58.62 61.38 83.24 83.70 82.59 68.57 71.35 44.31 99.48 103.45 41.59
Telecom KNN10 155.66 129.74 147.51 133.10 142.51 165.84 130.98 127.51 146.31 121.53 119.24 142.26 129.22 139.37 152.97 146.09 138.11 133.23 141.90 131.47 160.91 124.38 127.72 126.38 115.33 129.71 132.13 143.40 125.23 127.86
Telecom RF 48.90 45.40 50.65 67.56 65.05 69.34 50.21 65.17 83.05 56.90 47.48 121.36 102.43 48.81 55.54 44.42 84.82 42.72 55.14 63.79 78.45 55.46 51.66 51.92 94.67 54.54 52.71 81.82 110.81 59.17
Telecom SVR 73.59 73.81 75.60 117.69 93.47 110.57 74.63 122.54 111.05 78.34 73.62 101.49 84.80 56.74 73.48 83.43 39.60 64.51 52.34 65.39 101.73 65.39 79.36 63.71 61.65 66.36 51.71 80.35 140.87 69.94