MSD vs # aa's MAD vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's ![]()
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5% elimination level, q=0 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00060090312 MAD: 0.03367039240
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MSD: 0.00025083569 MAD: 0.02211526612
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MSD: 0.00013818280 MAD: 0.01638719062
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MSD: 0.00006934112 MAD: 0.01177666545
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MSD: 0.00001323493 MAD: 0.00507771205
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MSD: 0.00000489252 MAD: 0.00308235704
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MSD: 0.00000254701 MAD: 0.00219694969difference plots
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True Positives: 2000True Negatives: 5False Positives: 87False Negatives: 98Sensitivity: 95.33PPV: 95.83Accuracy: 91.55
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True Positives: 2003True Negatives: 7False Positives: 80False Negatives: 100Sensitivity: 95.25PPV: 96.16Accuracy: 91.78
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True Positives: 2004True Negatives: 10False Positives: 76False Negatives: 100Sensitivity: 95.25PPV: 96.35Accuracy: 91.96
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True Positives: 2008True Negatives: 14False Positives: 75False Negatives: 93Sensitivity: 95.57PPV: 96.40Accuracy: 92.33
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True Positives: 2027True Negatives: 32False Positives: 63False Negatives: 68Sensitivity: 96.75PPV: 96.99Accuracy: 94.02
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True Positives: 2063True Negatives: 50False Positives: 38False Negatives: 39Sensitivity: 98.14PPV: 98.19Accuracy: 96.48
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True Positives: 2063True Negatives: 72False Positives: 22False Negatives: 33Sensitivity: 98.43PPV: 98.94Accuracy: 97.49
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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10% elimination level, q=0 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00056277413 MAD: 0.03279074956
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MSD: 0.00028466063 MAD: 0.02348405467
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MSD: 0.00012988936 MAD: 0.01576457158
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MSD: 0.00006709714 MAD: 0.01135622283
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MSD: 0.00001412971 MAD: 0.00524666661
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MSD: 0.00000490486 MAD: 0.00298928471
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MSD: 0.00000257178 MAD: 0.00210361792difference plots
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True Positives: 1818True Negatives: 25False Positives: 157False Negatives: 190Sensitivity: 90.54PPV: 92.05Accuracy: 84.16
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True Positives: 1829True Negatives: 39False Positives: 139False Negatives: 183Sensitivity: 90.91PPV: 92.94Accuracy: 85.30
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True Positives: 1869True Negatives: 50False Positives: 126False Negatives: 145Sensitivity: 92.80PPV: 93.68Accuracy: 87.63
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True Positives: 1868True Negatives: 50False Positives: 131False Negatives: 141Sensitivity: 92.98PPV: 93.45Accuracy: 87.58
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True Positives: 1913True Negatives: 102False Positives: 72False Negatives: 103Sensitivity: 94.89PPV: 96.37Accuracy: 92.01
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True Positives: 1953True Negatives: 138False Positives: 43False Negatives: 56Sensitivity: 97.21PPV: 97.85Accuracy: 95.48
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True Positives: 1978True Negatives: 174False Positives: 16False Negatives: 22Sensitivity: 98.90PPV: 99.20Accuracy: 98.27
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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15% elimination level, q=0 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00054458667 MAD: 0.03307799846
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MSD: 0.00024510753 MAD: 0.02171340094
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MSD: 0.00013275709 MAD: 0.01596284403
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MSD: 0.00007090143 MAD: 0.01155233516
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MSD: 0.00001534077 MAD: 0.00522744465
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MSD: 0.00000501183 MAD: 0.00291984087
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MSD: 0.00000238717 MAD: 0.00199474265difference plots
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True Positives: 1652True Negatives: 67False Positives: 218False Negatives: 253Sensitivity: 86.72PPV: 88.34Accuracy: 78.49
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True Positives: 1670True Negatives: 98False Positives: 187False Negatives: 235Sensitivity: 87.66PPV: 89.93Accuracy: 80.73
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True Positives: 1713True Negatives: 102False Positives: 181False Negatives: 194Sensitivity: 89.83PPV: 90.44Accuracy: 82.88
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True Positives: 1734True Negatives: 131False Positives: 160False Negatives: 165Sensitivity: 91.31PPV: 91.55Accuracy: 85.16
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True Positives: 1816True Negatives: 202False Positives: 84False Negatives: 88Sensitivity: 95.38PPV: 95.58Accuracy: 92.15
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True Positives: 1866True Negatives: 262False Positives: 27False Negatives: 35Sensitivity: 98.16PPV: 98.57Accuracy: 97.17
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True Positives: 1886True Negatives: 279False Positives: 11False Negatives: 14Sensitivity: 99.26PPV: 99.42Accuracy: 98.86
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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20% elimination level, q=0 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00055936478 MAD: 0.03267348019
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MSD: 0.00026723467 MAD: 0.02277798237
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MSD: 0.00013130455 MAD: 0.01572699224
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MSD: 0.00006936259 MAD: 0.01132990656
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MSD: 0.00001354481 MAD: 0.00472687801
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MSD: 0.00000433245 MAD: 0.00258289525
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MSD: 0.00000219743 MAD: 0.00182901524difference plots
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True Positives: 1503True Negatives: 108False Positives: 283False Negatives: 296Sensitivity: 83.55PPV: 84.16Accuracy: 73.56
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True Positives: 1522True Negatives: 127False Positives: 255False Negatives: 286Sensitivity: 84.18PPV: 85.65Accuracy: 75.30
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True Positives: 1560True Negatives: 176False Positives: 216False Negatives: 238Sensitivity: 86.76PPV: 87.84Accuracy: 79.27
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True Positives: 1613True Negatives: 216False Positives: 176False Negatives: 185Sensitivity: 89.71PPV: 90.16Accuracy: 83.52
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True Positives: 1719True Negatives: 326False Positives: 64False Negatives: 81Sensitivity: 95.50PPV: 96.41Accuracy: 93.38
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True Positives: 1773True Negatives: 376False Positives: 13False Negatives: 28Sensitivity: 98.44PPV: 99.27Accuracy: 98.13
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True Positives: 1785True Negatives: 392False Positives: 4False Negatives: 9Sensitivity: 99.50PPV: 99.78Accuracy: 99.41
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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0% elimination level, q=1 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00087184799 MAD: 0.04090117152
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MSD: 0.00038096846 MAD: 0.02712523683
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MSD: 0.00020303228 MAD: 0.01988030397
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MSD: 0.00011085116 MAD: 0.01441558273
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MSD: 0.00002288860 MAD: 0.00655083792
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MSD: 0.00000772354 MAD: 0.00385972101
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MSD: 0.00000421523 MAD: 0.00285068294
MSD vs # aa's MAD vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's ![]()
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5% elimination level, q=1 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00081130981 MAD: 0.03954781529
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MSD: 0.00039653367 MAD: 0.02803839951
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MSD: 0.00021574927 MAD: 0.02028177361
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MSD: 0.00011334035 MAD: 0.01466505588
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MSD: 0.00002289934 MAD: 0.00660644866
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MSD: 0.00000784847 MAD: 0.00389155300
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MSD: 0.00000399125 MAD: 0.00269457717difference plots
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True Positives: 1999True Negatives: 8False Positives: 93False Negatives: 90Sensitivity: 95.69PPV: 95.55Accuracy: 91.64
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True Positives: 2002True Negatives: 7False Positives: 89False Negatives: 92Sensitivity: 95.61PPV: 95.74Accuracy: 91.73
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True Positives: 1990True Negatives: 12False Positives: 93False Negatives: 95Sensitivity: 95.44PPV: 95.53Accuracy: 91.42
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True Positives: 1996True Negatives: 15False Positives: 86False Negatives: 93Sensitivity: 95.55PPV: 95.87Accuracy: 91.83
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True Positives: 1996True Negatives: 25False Positives: 86False Negatives: 83Sensitivity: 96.01PPV: 95.87Accuracy: 92.28
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True Positives: 2026True Negatives: 55False Positives: 56False Negatives: 53Sensitivity: 97.45PPV: 97.31Accuracy: 95.02
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True Positives: 2047True Negatives: 61False Positives: 45False Negatives: 37Sensitivity: 98.22PPV: 97.85Accuracy: 96.26
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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10% elimination level, q=1 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00078788489 MAD: 0.03867745402
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MSD: 0.00041912057 MAD: 0.02877901280
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MSD: 0.00021625588 MAD: 0.02025525271
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MSD: 0.00011102445 MAD: 0.01455906726
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MSD: 0.00002411645 MAD: 0.00673594101
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MSD: 0.00000781660 MAD: 0.00377896615
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MSD: 0.00000396299 MAD: 0.00261783836difference plots
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True Positives: 1792True Negatives: 25False Positives: 185False Negatives: 188Sensitivity: 90.50PPV: 90.64Accuracy: 82.97
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True Positives: 1846True Negatives: 32False Positives: 161False Negatives: 151Sensitivity: 92.44PPV: 91.98Accuracy: 85.75
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True Positives: 1805True Negatives: 43False Positives: 156False Negatives: 186Sensitivity: 90.66PPV: 92.05Accuracy: 84.38
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True Positives: 1833True Negatives: 60False Positives: 138False Negatives: 159Sensitivity: 92.02PPV: 93.00Accuracy: 86.44
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True Positives: 1890True Negatives: 105False Positives: 112False Negatives: 83Sensitivity: 95.79PPV: 94.41Accuracy: 91.10
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True Positives: 1923True Negatives: 146False Positives: 64False Negatives: 57Sensitivity: 97.12PPV: 96.78Accuracy: 94.47
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True Positives: 1956True Negatives: 168False Positives: 40False Negatives: 26Sensitivity: 98.69PPV: 98.00Accuracy: 96.99
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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15% elimination level, q=1 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00085551370 MAD: 0.04006349700
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MSD: 0.00040483110 MAD: 0.02808848927
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MSD: 0.00021392714 MAD: 0.02048950179
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MSD: 0.00011668098 MAD: 0.01482954445
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MSD: 0.00002477443 MAD: 0.00675637021
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MSD: 0.00000822154 MAD: 0.00373747997
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MSD: 0.00000407014 MAD: 0.00259030761difference plots
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True Positives: 1642True Negatives: 58False Positives: 237False Negatives: 253Sensitivity: 86.65PPV: 87.39Accuracy: 77.63
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True Positives: 1673True Negatives: 61False Positives: 232False Negatives: 224Sensitivity: 88.19PPV: 87.82Accuracy: 79.18
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True Positives: 1653True Negatives: 67False Positives: 224False Negatives: 246Sensitivity: 87.05PPV: 88.07Accuracy: 78.54
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True Positives: 1701True Negatives: 96False Positives: 199False Negatives: 194Sensitivity: 89.76PPV: 89.53Accuracy: 82.06
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True Positives: 1777True Negatives: 183False Positives: 120False Negatives: 110Sensitivity: 94.17PPV: 93.67Accuracy: 89.50
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True Positives: 1857True Negatives: 248False Positives: 47False Negatives: 38Sensitivity: 98.00PPV: 97.53Accuracy: 96.12
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True Positives: 1877True Negatives: 261False Positives: 26False Negatives: 26Sensitivity: 98.63PPV: 98.63Accuracy: 97.63
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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20% elimination level, q=1 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00078721936 MAD: 0.03900804180
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MSD: 0.00041025115 MAD: 0.02752405941
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MSD: 0.00018957841 MAD: 0.01921209574
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MSD: 0.00011373349 MAD: 0.01469144036
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MSD: 0.00002404711 MAD: 0.00648665512
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MSD: 0.00000779136 MAD: 0.00345663318
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MSD: 0.00000353627 MAD: 0.00234375691difference plots
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True Positives: 1504True Negatives: 88False Positives: 299False Negatives: 299Sensitivity: 83.42PPV: 83.42Accuracy: 72.69
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True Positives: 1495True Negatives: 134False Positives: 283False Negatives: 278Sensitivity: 84.32PPV: 84.08Accuracy: 74.38
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True Positives: 1541True Negatives: 149False Positives: 234False Negatives: 266Sensitivity: 85.28PPV: 86.82Accuracy: 77.17
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True Positives: 1558True Negatives: 183False Positives: 217False Negatives: 232Sensitivity: 87.04PPV: 87.78Accuracy: 79.50
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True Positives: 1702True Negatives: 277False Positives: 117False Negatives: 94Sensitivity: 94.77PPV: 93.57Accuracy: 90.36
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True Positives: 1764True Negatives: 354False Positives: 41False Negatives: 31Sensitivity: 98.27PPV: 97.73Accuracy: 96.71
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True Positives: 1789True Negatives: 381False Positives: 12False Negatives: 8Sensitivity: 99.56PPV: 99.33Accuracy: 99.09
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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0% elimination level, q=2 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00060273417 MAD: 0.03385907513
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MSD: 0.00026776305 MAD: 0.02283728213
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MSD: 0.00015430364 MAD: 0.01731205978
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MSD: 0.00007460330 MAD: 0.01195491970
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MSD: 0.00001436398 MAD: 0.00530043085
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MSD: 0.00000525281 MAD: 0.00316962436
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MSD: 0.00000253517 MAD: 0.00219049901
MSD vs # aa's MAD vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's ![]()
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5% elimination level, q=2 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00058551190 MAD: 0.03329787703
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MSD: 0.00026658117 MAD: 0.02246322804
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MSD: 0.00014844773 MAD: 0.01668949015
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MSD: 0.00007573522 MAD: 0.01199642743
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MSD: 0.00001571450 MAD: 0.00547925327
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MSD: 0.00000494776 MAD: 0.00304764421
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MSD: 0.00000262985 MAD: 0.00221137005difference plots
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True Positives: 1958True Negatives: 14False Positives: 113False Negatives: 105Sensitivity: 94.91PPV: 94.54Accuracy: 90.05
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True Positives: 1950True Negatives: 11False Positives: 126False Negatives: 103Sensitivity: 94.98PPV: 93.93Accuracy: 89.54
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True Positives: 1970True Negatives: 12False Positives: 117False Negatives: 91Sensitivity: 95.58PPV: 94.39Accuracy: 90.50
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True Positives: 1981True Negatives: 26False Positives: 104False Negatives: 79Sensitivity: 96.17PPV: 95.01Accuracy: 91.64
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True Positives: 2002True Negatives: 38False Positives: 76False Negatives: 74Sensitivity: 96.44PPV: 96.34Accuracy: 93.15
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True Positives: 2013True Negatives: 67False Positives: 54False Negatives: 56Sensitivity: 97.29PPV: 97.39Accuracy: 94.98
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True Positives: 2036True Negatives: 83False Positives: 37False Negatives: 34Sensitivity: 98.36PPV: 98.22Accuracy: 96.76
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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10% elimination level, q=2 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00057129592 MAD: 0.03339285879
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MSD: 0.00027267427 MAD: 0.02290548843
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MSD: 0.00014327376 MAD: 0.01651940281
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MSD: 0.00008086501 MAD: 0.01238222320
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MSD: 0.00001595999 MAD: 0.00539154024
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MSD: 0.00000534780 MAD: 0.00304623999
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MSD: 0.00000273781 MAD: 0.00217918796difference plots
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True Positives: 1767True Negatives: 37False Positives: 211False Negatives: 175Sensitivity: 90.99PPV: 89.33Accuracy: 82.37
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True Positives: 1735True Negatives: 49False Positives: 220False Negatives: 186Sensitivity: 90.32PPV: 88.75Accuracy: 81.46
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True Positives: 1763True Negatives: 54False Positives: 211False Negatives: 162Sensitivity: 91.58PPV: 89.31Accuracy: 82.97
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True Positives: 1762True Negatives: 63False Positives: 198False Negatives: 167Sensitivity: 91.34PPV: 89.90Accuracy: 83.33
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True Positives: 1842True Negatives: 148False Positives: 101False Negatives: 99Sensitivity: 94.90PPV: 94.80Accuracy: 90.87
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True Positives: 1898True Negatives: 200False Positives: 49False Negatives: 43Sensitivity: 97.78PPV: 97.48Accuracy: 95.80
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True Positives: 1917True Negatives: 219False Positives: 23False Negatives: 31Sensitivity: 98.41PPV: 98.81Accuracy: 97.53
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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15% elimination level, q=2 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00062882881 MAD: 0.03452992120
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MSD: 0.00026325062 MAD: 0.02257110426
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MSD: 0.00013983865 MAD: 0.01623724814
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MSD: 0.00007442243 MAD: 0.01174121396
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MSD: 0.00001609117 MAD: 0.00527245486
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MSD: 0.00000521636 MAD: 0.00283656176
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MSD: 0.00000250480 MAD: 0.00197753414difference plots
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True Positives: 1573True Negatives: 92False Positives: 288False Negatives: 237Sensitivity: 86.91PPV: 84.52Accuracy: 76.03
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True Positives: 1586True Negatives: 120False Positives: 262False Negatives: 222Sensitivity: 87.72PPV: 85.82Accuracy: 77.90
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True Positives: 1596True Negatives: 143False Positives: 243False Negatives: 208Sensitivity: 88.47PPV: 86.79Accuracy: 79.41
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True Positives: 1629True Negatives: 187False Positives: 187False Negatives: 187Sensitivity: 89.70PPV: 89.70Accuracy: 82.92
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True Positives: 1708True Negatives: 266False Positives: 105False Negatives: 111Sensitivity: 93.90PPV: 94.21Accuracy: 90.14
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True Positives: 1779True Negatives: 342False Positives: 34False Negatives: 35Sensitivity: 98.07PPV: 98.12Accuracy: 96.85
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True Positives: 1795True Negatives: 368False Positives: 15False Negatives: 12Sensitivity: 99.34PPV: 99.17Accuracy: 98.77
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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20% elimination level, q=2 # synthetic chains 100 250 500 1000 5000 15000 30000 difference plots
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MSD: 0.00058089771 MAD: 0.03317963928
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MSD: 0.00027753029 MAD: 0.02306642769
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MSD: 0.00014692349 MAD: 0.01631356607
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MSD: 0.00007562771 MAD: 0.01172184193
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MSD: 0.00001508746 MAD: 0.00481382841
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MSD: 0.00000449043 MAD: 0.00257740837
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MSD: 0.00000238577 MAD: 0.00183330710difference plots
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True Positives: 1371True Negatives: 172False Positives: 330False Negatives: 317Sensitivity: 81.22PPV: 80.60Accuracy: 70.46
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True Positives: 1418True Negatives: 164False Positives: 317False Negatives: 291Sensitivity: 82.97PPV: 81.73Accuracy: 72.24
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True Positives: 1473True Negatives: 239False Positives: 266False Negatives: 212Sensitivity: 87.42PPV: 84.70Accuracy: 78.17
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True Positives: 1504True Negatives: 266False Positives: 222False Negatives: 198Sensitivity: 88.37PPV: 87.14Accuracy: 80.82
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True Positives: 1617True Negatives: 425False Positives: 71False Negatives: 77Sensitivity: 95.45PPV: 95.79Accuracy: 93.24
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True Positives: 1675True Negatives: 472False Positives: 24False Negatives: 19Sensitivity: 98.88PPV: 98.59Accuracy: 98.04
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True Positives: 1690True Negatives: 481False Positives: 10False Negatives: 9Sensitivity: 99.47PPV: 99.41Accuracy: 99.13
MSD vs # aa's MAD vs # aa's Acc vs # aa's Multiple MSD vs # aa's Multiple MAD vs # aa's Multiple Acc vs # aa's ![]()
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