capped training chunks: {np.str_('FL'): np.int64(150), np.str_('JAC_Ford'): np.int64(140), np.str_('JAC_Jonson'): np.int64(143), np.str_('JAC_Middleton'): np.int64(150), np.str_('JAC_Shirley'): np.int64(150), np.str_('JAC_Webster'): np.int64(87), np.str_('MA'): np.int64(150), np.str_('R18'): np.int64(150), np.str_('SH'): np.int64(150), np.str_('THEO'): np.int64(39)} == df_double_falsehood 1.1 w= 372 delta-> THEO [FL=1.251 JAC_Ford=1.001 JAC_Jonson=1.033 JAC_Middleton=1.003 JAC_Shirley=1.034 JAC_Webster=0.964 MA=1.010 R18=0.826 SH=0.934 THEO=0.729] svm-> R18 [FL=0.00 JAC_Ford=0.00 JAC_Jonson=0.17 JAC_Middleton=0.18 JAC_Shirley=0.00 JAC_Webster=0.19 MA=0.01 R18=0.26 SH=0.06 THEO=0.13] 1.2 w= 1868 delta-> JAC_Shirley [FL=1.092 JAC_Ford=0.975 JAC_Jonson=0.965 JAC_Middleton=1.086 JAC_Shirley=0.890 JAC_Webster=1.053 MA=0.939 R18=0.972 SH=1.017 THEO=1.046] svm-> R18 [FL=0.00 JAC_Ford=0.13 JAC_Jonson=0.20 JAC_Middleton=0.04 JAC_Shirley=0.07 JAC_Webster=0.02 MA=0.02 R18=0.28 SH=0.23 THEO=0.01] 1.3 w= 633 delta-> THEO [FL=1.033 JAC_Ford=0.973 JAC_Jonson=1.033 JAC_Middleton=1.128 JAC_Shirley=1.131 JAC_Webster=0.972 MA=0.972 R18=0.914 SH=0.894 THEO=0.839] svm-> R18 [FL=0.02 JAC_Ford=0.02 JAC_Jonson=0.23 JAC_Middleton=0.01 JAC_Shirley=0.00 JAC_Webster=0.17 MA=0.01 R18=0.36 SH=0.18 THEO=0.01] 2.1 w= 477 delta-> R18 [FL=1.116 JAC_Ford=0.930 JAC_Jonson=0.990 JAC_Middleton=0.996 JAC_Shirley=1.085 JAC_Webster=1.066 MA=1.061 R18=0.832 SH=0.981 THEO=0.843] svm-> JAC_Middleton [FL=0.01 JAC_Ford=0.01 JAC_Jonson=0.22 JAC_Middleton=0.59 JAC_Shirley=0.00 JAC_Webster=0.00 MA=0.00 R18=0.08 SH=0.02 THEO=0.08] 2.2 w= 355 delta-> JAC_Shirley [FL=1.070 JAC_Ford=0.957 JAC_Jonson=1.034 JAC_Middleton=1.037 JAC_Shirley=0.835 JAC_Webster=1.048 MA=0.980 R18=0.984 SH=1.062 THEO=1.013] svm-> JAC_Shirley [FL=0.00 JAC_Ford=0.04 JAC_Jonson=0.16 JAC_Middleton=0.19 JAC_Shirley=0.28 JAC_Webster=0.01 MA=0.06 R18=0.24 SH=0.02 THEO=0.00] 2.3 w= 1785 delta-> R18 [FL=1.156 JAC_Ford=0.893 JAC_Jonson=0.950 JAC_Middleton=0.952 JAC_Shirley=0.974 JAC_Webster=1.081 MA=1.105 R18=0.859 SH=0.986 THEO=1.032] svm-> R18 [FL=0.00 JAC_Ford=0.18 JAC_Jonson=0.10 JAC_Middleton=0.18 JAC_Shirley=0.02 JAC_Webster=0.00 MA=0.00 R18=0.39 SH=0.10 THEO=0.01] 2.4 w= 312 delta-> JAC_Shirley [FL=0.975 JAC_Ford=1.006 JAC_Jonson=1.053 JAC_Middleton=0.992 JAC_Shirley=0.910 JAC_Webster=1.063 MA=0.995 R18=0.967 SH=1.049 THEO=1.060] svm-> R18 [FL=0.01 JAC_Ford=0.03 JAC_Jonson=0.00 JAC_Middleton=0.14 JAC_Shirley=0.03 JAC_Webster=0.02 MA=0.01 R18=0.53 SH=0.08 THEO=0.13] 3.1 w= 338 delta-> FL [FL=0.942 JAC_Ford=1.035 JAC_Jonson=1.012 JAC_Middleton=1.030 JAC_Shirley=0.972 JAC_Webster=1.015 MA=1.010 R18=0.998 SH=1.013 THEO=0.985] svm-> FL [FL=0.31 JAC_Ford=0.01 JAC_Jonson=0.01 JAC_Middleton=0.22 JAC_Shirley=0.26 JAC_Webster=0.03 MA=0.00 R18=0.06 SH=0.11 THEO=0.00] 3.2 w= 1392 delta-> THEO [FL=0.976 JAC_Ford=0.928 JAC_Jonson=1.039 JAC_Middleton=1.204 JAC_Shirley=0.975 JAC_Webster=1.109 MA=0.999 R18=0.946 SH=0.905 THEO=0.887] svm-> SH [FL=0.06 JAC_Ford=0.03 JAC_Jonson=0.05 JAC_Middleton=0.01 JAC_Shirley=0.05 JAC_Webster=0.04 MA=0.01 R18=0.06 SH=0.66 THEO=0.02] 3.3 w= 1323 delta-> FL [FL=0.721 JAC_Ford=1.101 JAC_Jonson=1.076 JAC_Middleton=0.973 JAC_Shirley=0.939 JAC_Webster=1.058 MA=1.133 R18=0.943 SH=1.046 THEO=1.177] svm-> FL [FL=0.78 JAC_Ford=0.01 JAC_Jonson=0.01 JAC_Middleton=0.05 JAC_Shirley=0.01 JAC_Webster=0.02 MA=0.00 R18=0.07 SH=0.06 THEO=0.00] 4.1 w= 2082 delta-> FL [FL=0.816 JAC_Ford=1.146 JAC_Jonson=1.011 JAC_Middleton=0.991 JAC_Shirley=0.883 JAC_Webster=0.994 MA=1.232 R18=0.961 SH=0.953 THEO=1.026] svm-> FL [FL=0.41 JAC_Ford=0.01 JAC_Jonson=0.02 JAC_Middleton=0.05 JAC_Shirley=0.25 JAC_Webster=0.05 MA=0.00 R18=0.08 SH=0.11 THEO=0.01] 4.2 w= 943 delta-> FL [FL=0.839 JAC_Ford=1.125 JAC_Jonson=1.066 JAC_Middleton=1.043 JAC_Shirley=1.046 JAC_Webster=1.017 MA=1.052 R18=0.879 SH=0.977 THEO=0.992] svm-> R18 [FL=0.32 JAC_Ford=0.02 JAC_Jonson=0.03 JAC_Middleton=0.17 JAC_Shirley=0.01 JAC_Webster=0.01 MA=0.00 R18=0.40 SH=0.05 THEO=0.01] 5.1 w= 675 delta-> JAC_Shirley [FL=0.934 JAC_Ford=1.025 JAC_Jonson=1.138 JAC_Middleton=1.059 JAC_Shirley=0.919 JAC_Webster=1.032 MA=0.954 R18=0.945 SH=1.048 THEO=0.989] svm-> R18 [FL=0.21 JAC_Ford=0.01 JAC_Jonson=0.01 JAC_Middleton=0.03 JAC_Shirley=0.25 JAC_Webster=0.06 MA=0.01 R18=0.34 SH=0.01 THEO=0.07] 5.2 w= 2311 delta-> FL [FL=0.861 JAC_Ford=1.072 JAC_Jonson=0.960 JAC_Middleton=0.975 JAC_Shirley=0.956 JAC_Webster=1.078 MA=1.102 R18=0.993 SH=0.984 THEO=1.123] svm-> FL [FL=0.31 JAC_Ford=0.03 JAC_Jonson=0.22 JAC_Middleton=0.10 JAC_Shirley=0.04 JAC_Webster=0.02 MA=0.00 R18=0.10 SH=0.17 THEO=0.00] == collab_henry8 1.1 w= 1856 delta-> SH [FL=1.200 JAC_Ford=1.020 JAC_Jonson=1.034 JAC_Middleton=0.994 JAC_Shirley=1.190 JAC_Webster=0.901 MA=0.896 R18=0.972 SH=0.721 THEO=0.958] svm-> SH [FL=0.01 JAC_Ford=0.01 JAC_Jonson=0.04 JAC_Middleton=0.13 JAC_Shirley=0.01 JAC_Webster=0.04 MA=0.13 R18=0.04 SH=0.58 THEO=0.00] 1.2 w= 1727 delta-> SH [FL=1.209 JAC_Ford=0.898 JAC_Jonson=1.081 JAC_Middleton=1.089 JAC_Shirley=1.028 JAC_Webster=0.992 MA=0.853 R18=1.015 SH=0.814 THEO=0.939] svm-> SH [FL=0.00 JAC_Ford=0.04 JAC_Jonson=0.01 JAC_Middleton=0.07 JAC_Shirley=0.12 JAC_Webster=0.00 MA=0.06 R18=0.01 SH=0.70 THEO=0.00] 1.3 w= 577 delta-> JAC_Webster [FL=0.837 JAC_Ford=1.094 JAC_Jonson=0.959 JAC_Middleton=0.831 JAC_Shirley=1.120 JAC_Webster=0.805 MA=1.075 R18=1.137 SH=1.065 THEO=1.081] svm-> FL [FL=0.53 JAC_Ford=0.01 JAC_Jonson=0.08 JAC_Middleton=0.20 JAC_Shirley=0.00 JAC_Webster=0.16 MA=0.00 R18=0.01 SH=0.02 THEO=0.00] 1.4 w= 929 delta-> FL [FL=0.823 JAC_Ford=1.013 JAC_Jonson=0.961 JAC_Middleton=0.983 JAC_Shirley=0.955 JAC_Webster=0.929 MA=1.064 R18=1.196 SH=1.005 THEO=1.138] svm-> FL [FL=0.63 JAC_Ford=0.00 JAC_Jonson=0.03 JAC_Middleton=0.03 JAC_Shirley=0.01 JAC_Webster=0.13 MA=0.04 R18=0.00 SH=0.14 THEO=0.00] 2.1 w= 1423 delta-> SH [FL=0.958 JAC_Ford=1.034 JAC_Jonson=1.141 JAC_Middleton=1.098 JAC_Shirley=1.084 JAC_Webster=0.957 MA=0.963 R18=0.895 SH=0.882 THEO=0.961] svm-> FL [FL=0.51 JAC_Ford=0.01 JAC_Jonson=0.02 JAC_Middleton=0.02 JAC_Shirley=0.05 JAC_Webster=0.15 MA=0.01 R18=0.09 SH=0.13 THEO=0.00] 2.2 w= 1205 delta-> FL [FL=0.911 JAC_Ford=0.929 JAC_Jonson=1.056 JAC_Middleton=0.989 JAC_Shirley=1.014 JAC_Webster=1.037 MA=1.080 R18=1.001 SH=0.958 THEO=1.074] svm-> FL [FL=0.46 JAC_Ford=0.23 JAC_Jonson=0.01 JAC_Middleton=0.09 JAC_Shirley=0.04 JAC_Webster=0.00 MA=0.00 R18=0.02 SH=0.16 THEO=0.00] 2.3 w= 892 delta-> FL [FL=0.887 JAC_Ford=1.013 JAC_Jonson=0.983 JAC_Middleton=1.044 JAC_Shirley=1.029 JAC_Webster=0.995 MA=0.984 R18=1.029 SH=1.035 THEO=1.063] svm-> FL [FL=0.52 JAC_Ford=0.01 JAC_Jonson=0.04 JAC_Middleton=0.12 JAC_Shirley=0.02 JAC_Webster=0.01 MA=0.13 R18=0.04 SH=0.10 THEO=0.01] 2.4 w= 1916 delta-> MA [FL=1.158 JAC_Ford=0.923 JAC_Jonson=1.043 JAC_Middleton=1.131 JAC_Shirley=1.020 JAC_Webster=0.963 MA=0.883 R18=0.971 SH=0.909 THEO=0.911] svm-> SH [FL=0.01 JAC_Ford=0.08 JAC_Jonson=0.11 JAC_Middleton=0.04 JAC_Shirley=0.34 JAC_Webster=0.01 MA=0.02 R18=0.04 SH=0.34 THEO=0.01] 3.1 w= 1520 delta-> FL [FL=0.807 JAC_Ford=0.986 JAC_Jonson=1.185 JAC_Middleton=1.029 JAC_Shirley=0.965 JAC_Webster=0.935 MA=0.929 R18=1.052 SH=1.082 THEO=1.165] svm-> FL [FL=0.65 JAC_Ford=0.03 JAC_Jonson=0.00 JAC_Middleton=0.19 JAC_Shirley=0.05 JAC_Webster=0.02 MA=0.00 R18=0.00 SH=0.06 THEO=0.00] 3.2 w= 3823 delta-> JAC_Ford [FL=1.054 JAC_Ford=0.882 JAC_Jonson=1.198 JAC_Middleton=1.034 JAC_Shirley=1.069 JAC_Webster=1.061 MA=0.895 R18=0.918 SH=0.954 THEO=0.920] svm-> SH [FL=0.11 JAC_Ford=0.11 JAC_Jonson=0.01 JAC_Middleton=0.21 JAC_Shirley=0.05 JAC_Webster=0.03 MA=0.07 R18=0.08 SH=0.32 THEO=0.01] 4.0 w= 881 delta-> THEO [FL=1.083 JAC_Ford=0.922 JAC_Jonson=1.036 JAC_Middleton=1.029 JAC_Shirley=1.193 JAC_Webster=1.033 MA=0.940 R18=0.949 SH=0.902 THEO=0.793] svm-> SH [FL=0.01 JAC_Ford=0.12 JAC_Jonson=0.11 JAC_Middleton=0.09 JAC_Shirley=0.01 JAC_Webster=0.01 MA=0.20 R18=0.06 SH=0.35 THEO=0.05] 4.1 w= 293 delta-> THEO [FL=1.079 JAC_Ford=0.968 JAC_Jonson=1.040 JAC_Middleton=0.984 JAC_Shirley=1.091 JAC_Webster=0.944 MA=0.945 R18=1.017 SH=0.945 THEO=0.899] svm-> MA [FL=0.00 JAC_Ford=0.02 JAC_Jonson=0.08 JAC_Middleton=0.29 JAC_Shirley=0.01 JAC_Webster=0.02 MA=0.32 R18=0.00 SH=0.04 THEO=0.21] 4.2 w= 1429 delta-> SH [FL=0.952 JAC_Ford=0.937 JAC_Jonson=1.123 JAC_Middleton=0.998 JAC_Shirley=1.063 JAC_Webster=0.969 MA=0.950 R18=1.039 SH=0.917 THEO=1.108] svm-> FL [FL=0.34 JAC_Ford=0.07 JAC_Jonson=0.02 JAC_Middleton=0.12 JAC_Shirley=0.02 JAC_Webster=0.11 MA=0.08 R18=0.01 SH=0.23 THEO=0.00] 5.1 w= 1486 delta-> SH [FL=0.969 JAC_Ford=1.049 JAC_Jonson=1.013 JAC_Middleton=0.946 JAC_Shirley=1.112 JAC_Webster=0.932 MA=1.017 R18=1.081 SH=0.813 THEO=1.050] svm-> SH [FL=0.12 JAC_Ford=0.02 JAC_Jonson=0.01 JAC_Middleton=0.23 JAC_Shirley=0.01 JAC_Webster=0.01 MA=0.02 R18=0.03 SH=0.55 THEO=0.00] 5.2 w= 1845 delta-> FL [FL=0.835 JAC_Ford=0.990 JAC_Jonson=1.058 JAC_Middleton=0.988 JAC_Shirley=0.997 JAC_Webster=0.935 MA=0.984 R18=1.157 SH=1.013 THEO=1.122] svm-> FL [FL=0.66 JAC_Ford=0.02 JAC_Jonson=0.01 JAC_Middleton=0.08 JAC_Shirley=0.05 JAC_Webster=0.10 MA=0.01 R18=0.00 SH=0.06 THEO=0.00] 5.3 w= 802 delta-> JAC_Webster [FL=0.870 JAC_Ford=1.101 JAC_Jonson=0.976 JAC_Middleton=1.083 JAC_Shirley=1.098 JAC_Webster=0.861 MA=0.890 R18=1.151 SH=0.967 THEO=0.996] svm-> MA [FL=0.25 JAC_Ford=0.03 JAC_Jonson=0.11 JAC_Middleton=0.00 JAC_Shirley=0.13 JAC_Webster=0.07 MA=0.32 R18=0.00 SH=0.07 THEO=0.02] 5.4 w= 657 delta-> FL [FL=0.840 JAC_Ford=0.944 JAC_Jonson=1.178 JAC_Middleton=1.043 JAC_Shirley=0.945 JAC_Webster=1.035 MA=1.062 R18=0.930 SH=1.065 THEO=1.014] svm-> FL [FL=0.76 JAC_Ford=0.02 JAC_Jonson=0.01 JAC_Middleton=0.07 JAC_Shirley=0.05 JAC_Webster=0.05 MA=0.00 R18=0.03 SH=0.00 THEO=0.00] == collab_tnk 1.1 w= 1814 delta-> MA [FL=1.083 JAC_Ford=1.003 JAC_Jonson=1.101 JAC_Middleton=1.044 JAC_Shirley=1.155 JAC_Webster=0.923 MA=0.778 R18=1.075 SH=0.875 THEO=0.885] svm-> SH [FL=0.04 JAC_Ford=0.02 JAC_Jonson=0.06 JAC_Middleton=0.21 JAC_Shirley=0.01 JAC_Webster=0.04 MA=0.14 R18=0.01 SH=0.41 THEO=0.06] 1.2 w= 940 delta-> SH [FL=1.131 JAC_Ford=0.897 JAC_Jonson=1.081 JAC_Middleton=1.095 JAC_Shirley=1.105 JAC_Webster=1.074 MA=0.882 R18=0.996 SH=0.811 THEO=0.829] svm-> SH [FL=0.03 JAC_Ford=0.09 JAC_Jonson=0.23 JAC_Middleton=0.14 JAC_Shirley=0.00 JAC_Webster=0.00 MA=0.02 R18=0.10 SH=0.36 THEO=0.01] 1.3 w= 805 delta-> MA [FL=1.068 JAC_Ford=0.910 JAC_Jonson=1.042 JAC_Middleton=1.096 JAC_Shirley=1.071 JAC_Webster=1.030 MA=0.863 R18=1.003 SH=0.933 THEO=0.982] svm-> JAC_Ford [FL=0.06 JAC_Ford=0.46 JAC_Jonson=0.05 JAC_Middleton=0.03 JAC_Shirley=0.08 JAC_Webster=0.06 MA=0.01 R18=0.01 SH=0.23 THEO=0.00] 1.4 w= 406 delta-> JAC_Webster [FL=1.084 JAC_Ford=0.942 JAC_Jonson=1.137 JAC_Middleton=1.051 JAC_Shirley=1.128 JAC_Webster=0.812 MA=0.923 R18=0.979 SH=0.904 THEO=0.908] svm-> JAC_Webster [FL=0.00 JAC_Ford=0.05 JAC_Jonson=0.01 JAC_Middleton=0.18 JAC_Shirley=0.04 JAC_Webster=0.43 MA=0.00 R18=0.07 SH=0.21 THEO=0.00] 1.5 w= 103 delta-> FL [FL=0.870 JAC_Ford=1.058 JAC_Jonson=1.029 JAC_Middleton=1.057 JAC_Shirley=1.151 JAC_Webster=1.058 MA=1.012 R18=0.978 SH=0.873 THEO=0.892] svm-> FL [FL=0.39 JAC_Ford=0.00 JAC_Jonson=0.04 JAC_Middleton=0.16 JAC_Shirley=0.03 JAC_Webster=0.00 MA=0.03 R18=0.01 SH=0.02 THEO=0.32] 2.1 w= 494 delta-> JAC_Webster [FL=1.017 JAC_Ford=1.131 JAC_Jonson=0.930 JAC_Middleton=0.958 JAC_Shirley=0.951 JAC_Webster=0.779 MA=0.986 R18=1.122 SH=0.967 THEO=1.164] svm-> JAC_Shirley [FL=0.00 JAC_Ford=0.00 JAC_Jonson=0.19 JAC_Middleton=0.12 JAC_Shirley=0.21 JAC_Webster=0.15 MA=0.16 R18=0.05 SH=0.12 THEO=0.00] 2.2 w= 2386 delta-> FL [FL=0.705 JAC_Ford=1.034 JAC_Jonson=1.006 JAC_Middleton=1.113 JAC_Shirley=1.072 JAC_Webster=1.040 MA=1.077 R18=1.013 SH=1.005 THEO=0.996] svm-> FL [FL=0.83 JAC_Ford=0.01 JAC_Jonson=0.06 JAC_Middleton=0.01 JAC_Shirley=0.00 JAC_Webster=0.03 MA=0.00 R18=0.01 SH=0.05 THEO=0.00] 2.3 w= 716 delta-> FL [FL=0.746 JAC_Ford=1.122 JAC_Jonson=0.948 JAC_Middleton=1.000 JAC_Shirley=0.962 JAC_Webster=1.094 MA=1.141 R18=1.024 SH=1.022 THEO=1.020] svm-> FL [FL=0.83 JAC_Ford=0.02 JAC_Jonson=0.01 JAC_Middleton=0.01 JAC_Shirley=0.03 JAC_Webster=0.00 MA=0.00 R18=0.03 SH=0.04 THEO=0.01] 2.4 w= 287 delta-> FL [FL=0.916 JAC_Ford=1.057 JAC_Jonson=0.924 JAC_Middleton=1.006 JAC_Shirley=0.939 JAC_Webster=1.053 MA=1.063 R18=0.950 SH=1.065 THEO=1.131] svm-> JAC_Jonson [FL=0.40 JAC_Ford=0.05 JAC_Jonson=0.45 JAC_Middleton=0.00 JAC_Shirley=0.04 JAC_Webster=0.01 MA=0.00 R18=0.04 SH=0.00 THEO=0.00] 2.5 w= 566 delta-> FL [FL=0.816 JAC_Ford=0.988 JAC_Jonson=1.029 JAC_Middleton=1.044 JAC_Shirley=0.853 JAC_Webster=0.949 MA=1.013 R18=1.094 SH=1.179 THEO=1.160] svm-> JAC_Webster [FL=0.17 JAC_Ford=0.07 JAC_Jonson=0.01 JAC_Middleton=0.01 JAC_Shirley=0.09 JAC_Webster=0.57 MA=0.01 R18=0.01 SH=0.07 THEO=0.00] 2.6 w= 352 delta-> FL [FL=0.836 JAC_Ford=1.101 JAC_Jonson=0.995 JAC_Middleton=1.027 JAC_Shirley=0.913 JAC_Webster=1.019 MA=1.031 R18=1.080 SH=0.960 THEO=1.153] svm-> FL [FL=0.53 JAC_Ford=0.06 JAC_Jonson=0.10 JAC_Middleton=0.00 JAC_Shirley=0.05 JAC_Webster=0.00 MA=0.03 R18=0.00 SH=0.21 THEO=0.00] 3.1 w= 1036 delta-> MA [FL=1.050 JAC_Ford=1.055 JAC_Jonson=0.946 JAC_Middleton=1.094 JAC_Shirley=1.011 JAC_Webster=0.975 MA=0.856 R18=1.050 SH=0.966 THEO=0.999] svm-> JAC_Jonson [FL=0.04 JAC_Ford=0.03 JAC_Jonson=0.30 JAC_Middleton=0.06 JAC_Shirley=0.09 JAC_Webster=0.03 MA=0.19 R18=0.04 SH=0.14 THEO=0.09] 3.2 w= 336 delta-> SH [FL=1.001 JAC_Ford=1.107 JAC_Jonson=1.019 JAC_Middleton=1.017 JAC_Shirley=0.951 JAC_Webster=0.926 MA=0.984 R18=1.007 SH=0.924 THEO=1.078] svm-> SH [FL=0.01 JAC_Ford=0.03 JAC_Jonson=0.01 JAC_Middleton=0.20 JAC_Shirley=0.07 JAC_Webster=0.00 MA=0.20 R18=0.05 SH=0.44 THEO=0.00] 3.3 w= 483 delta-> FL [FL=0.762 JAC_Ford=1.101 JAC_Jonson=0.894 JAC_Middleton=0.920 JAC_Shirley=0.943 JAC_Webster=0.983 MA=1.206 R18=1.183 SH=0.960 THEO=1.102] svm-> FL [FL=0.35 JAC_Ford=0.06 JAC_Jonson=0.17 JAC_Middleton=0.20 JAC_Shirley=0.15 JAC_Webster=0.00 MA=0.00 R18=0.00 SH=0.06 THEO=0.01] 3.4 w= 232 delta-> JAC_Middleton [FL=0.875 JAC_Ford=1.078 JAC_Jonson=1.010 JAC_Middleton=0.793 JAC_Shirley=1.089 JAC_Webster=0.876 MA=1.144 R18=1.048 SH=0.999 THEO=1.103] svm-> JAC_Middleton [FL=0.19 JAC_Ford=0.01 JAC_Jonson=0.00 JAC_Middleton=0.52 JAC_Shirley=0.02 JAC_Webster=0.07 MA=0.00 R18=0.01 SH=0.18 THEO=0.00] 3.5 w= 1203 delta-> FL [FL=0.843 JAC_Ford=1.144 JAC_Jonson=0.962 JAC_Middleton=0.872 JAC_Shirley=1.093 JAC_Webster=0.985 MA=1.135 R18=1.081 SH=0.916 THEO=0.927] svm-> FL [FL=0.42 JAC_Ford=0.01 JAC_Jonson=0.07 JAC_Middleton=0.23 JAC_Shirley=0.12 JAC_Webster=0.01 MA=0.02 R18=0.00 SH=0.07 THEO=0.04] 3.6 w= 2678 delta-> FL [FL=0.737 JAC_Ford=0.953 JAC_Jonson=1.058 JAC_Middleton=1.070 JAC_Shirley=1.013 JAC_Webster=1.060 MA=0.975 R18=1.100 SH=1.046 THEO=1.153] svm-> FL [FL=0.79 JAC_Ford=0.06 JAC_Jonson=0.02 JAC_Middleton=0.06 JAC_Shirley=0.01 JAC_Webster=0.00 MA=0.00 R18=0.01 SH=0.04 THEO=0.00] 4.1 w= 1301 delta-> FL [FL=0.868 JAC_Ford=1.131 JAC_Jonson=0.951 JAC_Middleton=0.930 JAC_Shirley=1.038 JAC_Webster=0.983 MA=1.095 R18=1.028 SH=0.939 THEO=1.085] svm-> FL [FL=0.68 JAC_Ford=0.01 JAC_Jonson=0.09 JAC_Middleton=0.09 JAC_Shirley=0.01 JAC_Webster=0.00 MA=0.00 R18=0.08 SH=0.03 THEO=0.00] 4.2 w= 1326 delta-> FL [FL=0.866 JAC_Ford=0.992 JAC_Jonson=1.052 JAC_Middleton=1.038 JAC_Shirley=1.058 JAC_Webster=0.925 MA=1.021 R18=1.016 SH=1.056 THEO=0.962] svm-> FL [FL=0.83 JAC_Ford=0.01 JAC_Jonson=0.01 JAC_Middleton=0.02 JAC_Shirley=0.01 JAC_Webster=0.09 MA=0.00 R18=0.01 SH=0.01 THEO=0.00] 4.3 w= 860 delta-> JAC_Jonson [FL=0.984 JAC_Ford=1.071 JAC_Jonson=0.858 JAC_Middleton=0.994 JAC_Shirley=1.037 JAC_Webster=0.964 MA=1.073 R18=1.031 SH=0.947 THEO=1.017] svm-> JAC_Jonson [FL=0.04 JAC_Ford=0.13 JAC_Jonson=0.49 JAC_Middleton=0.01 JAC_Shirley=0.03 JAC_Webster=0.07 MA=0.01 R18=0.06 SH=0.14 THEO=0.01] 5.1 w= 1383 delta-> THEO [FL=1.085 JAC_Ford=1.017 JAC_Jonson=1.121 JAC_Middleton=1.065 JAC_Shirley=1.183 JAC_Webster=0.993 MA=0.933 R18=0.908 SH=0.777 THEO=0.763] svm-> SH [FL=0.07 JAC_Ford=0.01 JAC_Jonson=0.03 JAC_Middleton=0.12 JAC_Shirley=0.01 JAC_Webster=0.05 MA=0.00 R18=0.01 SH=0.65 THEO=0.07] 5.2 w= 998 delta-> FL [FL=0.708 JAC_Ford=1.251 JAC_Jonson=0.964 JAC_Middleton=0.938 JAC_Shirley=0.884 JAC_Webster=0.927 MA=1.203 R18=1.030 SH=1.041 THEO=1.153] svm-> FL [FL=0.60 JAC_Ford=0.00 JAC_Jonson=0.01 JAC_Middleton=0.00 JAC_Shirley=0.03 JAC_Webster=0.27 MA=0.00 R18=0.05 SH=0.04 THEO=0.01] 5.3 w= 1205 delta-> JAC_Jonson [FL=1.043 JAC_Ford=1.020 JAC_Jonson=0.887 JAC_Middleton=1.010 JAC_Shirley=0.995 JAC_Webster=0.925 MA=1.034 R18=1.085 SH=0.939 THEO=1.012] svm-> SH [FL=0.05 JAC_Ford=0.14 JAC_Jonson=0.22 JAC_Middleton=0.12 JAC_Shirley=0.05 JAC_Webster=0.15 MA=0.00 R18=0.00 SH=0.25 THEO=0.02] 5.4 w= 1127 delta-> SH [FL=1.023 JAC_Ford=0.997 JAC_Jonson=1.107 JAC_Middleton=1.117 JAC_Shirley=1.177 JAC_Webster=1.025 MA=0.956 R18=0.885 SH=0.785 THEO=0.823] svm-> SH [FL=0.03 JAC_Ford=0.02 JAC_Jonson=0.01 JAC_Middleton=0.02 JAC_Shirley=0.01 JAC_Webster=0.02 MA=0.00 R18=0.24 SH=0.63 THEO=0.01]