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. Author manuscript; available in PMC: 2018 Jan 1.
Published in final edited form as: Artif Intell Med. 2016 Nov 5;75:1–15. doi: 10.1016/j.artmed.2016.10.003

Table 4.

Total JIs for the simple network models, separated by direct predictor strength and case size (bolded values indicated highest score in each case size)

Learning method 300 cases 600 cases 1200 cases 2400 cases 4800 cases 9600 cases Total
DCLα=54 Strong 560.67 590.58 598.33 599.67 600.00 600.00 3549.25
Weak 208.70 236.83 300.92 358.00 426.92 501.25 2032.62
Total 769.37 827.42 899.25 957.67 1026.92 1101.25 5581.87
DCLα=108 Strong 515.40 549.93 575.92 591.58 599.17 599.75 3431.75
Weak 213.63 252.20 316.28 384.50 452.92 515.33 2134.87
Total 729.03 802.13 892.20 976.08 1052.08 1115.08 5566.62
DCLα=15 Strong 566.75 594.67 600.00 600.00 600.00 600.00 3561.42
Weak 183.75 214.08 261.08 310.42 385.08 473.75 1828.17
Total 750.50 808.75 861.08 910.42 985.08 1073.75 5389.58
DCLα=9 Strong 559.92 592.33 600.00 600.00 600.00 600.00 3552.25
Weak 176.17 211.67 253.42 292.42 367.50 459.75 1760.92
Total 736.08 804.00 853.42 892.42 967.50 1059.75 5313.17
DCLα=1 Strong 510.42 553.67 598.33 600.00 600.00 600.00 3462.42
Weak 171.67 202.58 236.17 252.00 285.33 401.58 1549.33
Total 682.08 756.25 834.50 852.00 885.33 1001.58 5011.75
FGSsmp2 stp2 Strong 352.50 424.83 498.83 540.67 515.17 506.50 2838.50
Weak 2.50 7.67 11.00 24.67 86.67 207.17 339.67
Total 355.00 432.50 509.83 565.33 601.83 713.67 3178.17
CPCβ=0.2 Strong 324.53 444.47 519.30 535.42 542.67 543.88 2910.27
Weak 0.75 5.67 13.00 37.67 78.17 126.73 261.98
Total 325.28 450.13 532.30 573.08 620.83 670.62 3172.25
FGSsmp2 stp1 Strong 341.17 416.50 494.83 537.33 515.17 506.50 2811.50
Weak 1.00 2.67 7.33 16.00 63.67 184.50 275.17
Total 342.17 419.17 502.17 553.33 578.83 691.00 3086.67
FGSsmp1 stp2 Strong 314.83 409.67 480.33 545.17 522.17 504.50 2776.67
Weak 1.00 4.83 8.00 15.50 61.00 182.33 272.67
Total 315.83 414.50 488.33 560.67 583.17 686.83 3049.33
CPCβ=0.1 Strong 245.50 419.83 532.08 569.08 575.67 576.50 2918.67
Weak 0.33 0.92 3.17 10.83 33.75 80.75 129.75
Total 245.83 420.75 535.25 579.92 609.42 657.25 3048.42
FGSsmp1 stp1 Strong 304.83 401.33 480.33 540.17 522.17 504.50 2753.33
Weak 0.00 1.50 5.17 11.50 45.83 153.33 217.33
Total 304.83 402.83 485.50 551.67 568.00 657.83 2970.67
CPCβ=0.05 Strong 158.00 355.83 515.17 573.83 588.67 590.00 2781.50
Weak 0.00 0.67 0.33 4.83 16.33 50.83 73.00
Total 158.00 356.50 515.50 578.67 605.00 640.83 2854.50
CPCβ=0.01 Strong 64.00 223.33 439.17 559.00 595.83 598.25 2479.58
Weak 0.00 0.00 0.00 0.67 2.17 10.67 13.50
Total 64.00 223.33 439.17 559.67 598.00 608.92 2493.08
PCβ=0.1 Strong 312.27 340.27 346.27 337.25 349.48 355.75 2041.28
Weak 12.08 16.33 26.07 39.57 54.83 93.97 242.85
Total 324.35 356.60 372.33 376.82 404.32 449.72 2284.13
PCβ=0.05 Strong 324.73 349.28 355.17 337.50 346.97 346.50 2060.15
Weak 4.75 7.25 19.75 31.92 43.67 69.75 177.08
Total 329.48 356.53 374.92 369.42 390.63 416.25 2237.23
PCβ=0.2 Strong 289.50 296.02 311.00 316.67 333.13 348.10 1894.42
Weak 24.08 28.83 33.13 49.82 77.88 121.38 335.13
Total 313.58 324.85 344.13 366.48 411.02 469.48 2229.55
PCβ=0.01 Strong 323.50 376.67 383.83 371.08 339.67 332.92 2127.67
Weak 0.00 0.83 9.50 21.50 28.67 40.83 101.33
Total 323.50 377.50 393.33 392.58 368.33 373.75 2229.00
FCIβ=0.2 Strong 15.58 34.25 56.08 85.75 100.00 129.98 421.65
Weak 1.17 2.42 3.08 5.17 17.00 36.90 65.73
Total 16.75 36.67 59.17 90.92 117.00 166.88 487.38
FCIβ=0.1 Strong 5.67 17.17 35.75 63.17 81.17 103.65 306.57
Weak 0.00 0.00 0.33 2.08 6.17 18.33 26.92
Total 5.67 17.17 36.08 65.25 87.33 121.98 333.48
FCIβ=0.05 Strong 3.50 7.67 23.50 53.00 71.17 90.58 249.42
Weak 0.00 0.00 0.00 0.00 2.00 10.08 12.08
Total 3.50 7.67 23.50 53.00 73.17 100.67 261.50
FCIβ=0.01 Strong 0.00 1.00 10.50 38.17 55.83 72.33 177.83
Weak 0.00 0.00 0.00 0.00 0.33 1.67 2.00
Total 0.00 1.00 10.50 38.17 56.17 74.00 179.83