s md cutoff run fp fn percent 1 1 0.2 0.999596 0 9 421 4.690058 2 1 0.2 0.999596 1 9 429 4.777315 3 1 0.2 0.999596 2 9 417 4.646430 4 1 0.225 0.997650 0 9 309 3.468462 5 1 0.225 0.997650 1 9 327 3.664790 6 1 0.225 0.997650 2 9 325 3.642975 7 1 0.25 0.995490 0 9 276 3.108527 8 1 0.25 0.995490 1 9 290 3.261226 9 1 0.25 0.995490 2 9 269 3.032177 10 1 0.275 0.969700 0 9 199 2.268679 11 1 0.275 0.969700 1 9 239 2.704964 12 1 0.275 0.969700 2 9 198 2.257772 13 1 0.3 0.951300 0 9 186 2.126887 14 1 0.3 0.951300 1 9 223 2.530450 15 1 0.3 0.951300 2 9 186 2.126887 16 1 0.325 0.845000 0 9 164 1.886930 17 1 0.325 0.845000 1 9 190 2.170515 18 1 0.325 0.845000 2 9 168 1.930559 19 1 0.35 0.846000 0 9 166 1.908745 20 1 0.35 0.846000 1 9 200 2.279586 21 1 0.35 0.846000 2 9 178 2.039630 22 1 0.375 0.825000 0 9 180 2.061444 23 1 0.375 0.825000 1 9 222 2.519543 24 1 0.375 0.825000 2 9 186 2.126887 25 1 0.4 0.946600 0 9 292 3.283041 26 1 0.4 0.946600 1 9 304 3.413926 27 1 0.4 0.946600 2 9 285 3.206691 28 1 0.425 0.937800 0 9 363 4.057446 29 1 0.425 0.937800 1 9 367 4.101074 30 1 0.425 0.937800 2 9 338 3.784768 31 0.32 0.2 0.998570 0 9 250 2.824942 32 0.32 0.2 0.998570 1 9 281 3.163062 33 0.32 0.2 0.998570 2 9 257 2.901292 34 0.32 0.225 0.995560 0 9 213 2.421379 35 0.32 0.225 0.995560 1 9 241 2.726778 36 0.32 0.225 0.995560 2 9 224 2.541357 37 0.32 0.25 0.988100 0 9 182 2.083258 38 0.32 0.25 0.988100 1 9 218 2.475914 39 0.32 0.25 0.988100 2 9 197 2.246865 40 0.32 0.275 0.960200 0 9 156 1.799673 41 0.32 0.275 0.960200 1 9 193 2.203237 42 0.32 0.275 0.960200 2 9 178 2.039630 43 0.32 0.3 0.905300 0 9 149 1.723324 44 0.32 0.3 0.905300 1 9 174 1.996001 45 0.32 0.3 0.905300 2 9 160 1.843302 46 0.32 0.325 0.775000 0 9 124 1.450646 47 0.32 0.325 0.775000 1 9 145 1.679695 48 0.32 0.325 0.775000 2 9 137 1.592438 49 0.32 0.35 0.722000 0 9 117 1.374296 50 0.32 0.35 0.722000 1 9 144 1.668788 51 0.32 0.35 0.722000 2 9 136 1.581531 52 0.32 0.375 0.633000 0 9 134 1.559717 53 0.32 0.375 0.633000 1 9 155 1.788766 54 0.32 0.375 0.633000 2 9 149 1.723324 55 0.32 0.4 0.711000 0 9 145 1.679695 56 0.32 0.4 0.711000 1 9 170 1.952373 57 0.32 0.4 0.711000 2 9 160 1.843302 58 0.32 0.425 0.762000 0 9 192 2.192329 59 0.32 0.425 0.762000 1 9 222 2.519543 60 0.32 0.425 0.762000 2 9 200 2.279586 61 0.1 0.2 0.997110 0 9 205 2.334122 62 0.1 0.2 0.997110 1 9 230 2.606800 63 0.1 0.2 0.997110 2 9 216 2.454100 64 0.1 0.225 0.989600 0 9 180 2.061444 65 0.1 0.225 0.989600 1 9 206 2.345029 66 0.1 0.225 0.989600 2 9 196 2.235958 67 0.1 0.25 0.960500 0 9 152 1.756045 68 0.1 0.25 0.960500 1 9 175 2.006909 69 0.1 0.25 0.960500 2 9 173 1.985094 70 0.1 0.275 0.930100 0 9 145 1.679695 71 0.1 0.275 0.930100 1 9 174 1.996001 72 0.1 0.275 0.930100 2 9 168 1.930559 73 0.1 0.3 0.790000 0 9 128 1.494274 74 0.1 0.3 0.790000 1 9 144 1.668788 75 0.1 0.3 0.790000 2 9 138 1.603345 76 0.1 0.325 0.755000 0 9 128 1.494274 77 0.1 0.325 0.755000 1 9 146 1.690602 78 0.1 0.325 0.755000 2 9 140 1.625160 79 0.1 0.35 0.674000 0 9 112 1.319761 80 0.1 0.35 0.674000 1 9 141 1.636067 81 0.1 0.35 0.674000 2 9 133 1.548810 82 0.1 0.375 0.618000 0 9 108 1.276132 83 0.1 0.375 0.618000 1 9 138 1.603345 84 0.1 0.375 0.618000 2 9 129 1.505181 85 0.1 0.4 0.601000 0 9 120 1.407017 86 0.1 0.4 0.601000 1 9 138 1.603345 87 0.1 0.4 0.601000 2 9 127 1.483367 88 0.1 0.425 0.615000 0 9 134 1.559717 89 0.1 0.425 0.615000 1 9 145 1.679695 90 0.1 0.425 0.615000 2 9 138 1.603345 91 0.032 0.2 0.995780 0 9 196 2.235958 92 0.032 0.2 0.995780 1 9 220 2.497729 93 0.032 0.2 0.995780 2 9 205 2.334122 94 0.032 0.225 0.965900 0 9 148 1.712417 95 0.032 0.225 0.965900 1 9 171 1.963280 96 0.032 0.225 0.965900 2 9 169 1.941466 97 0.032 0.25 0.920800 0 9 137 1.592438 98 0.032 0.25 0.920800 1 9 162 1.865116 99 0.032 0.25 0.920800 2 9 165 1.897837 100 0.032 0.275 0.869000 0 9 140 1.625160 101 0.032 0.275 0.869000 1 9 158 1.821488 102 0.032 0.275 0.869000 2 9 162 1.865116 103 0.032 0.3 0.758000 0 9 128 1.494274 104 0.032 0.3 0.758000 1 9 150 1.734231 105 0.032 0.3 0.758000 2 9 141 1.636067 106 0.032 0.325 0.693000 0 9 120 1.407017 107 0.032 0.325 0.693000 1 9 141 1.636067 108 0.032 0.325 0.693000 2 9 137 1.592438 109 0.032 0.35 0.630000 0 9 111 1.308853 110 0.032 0.35 0.630000 1 9 137 1.592438 111 0.032 0.35 0.630000 2 9 131 1.526996 112 0.032 0.375 0.582000 0 9 107 1.265225 113 0.032 0.375 0.582000 1 9 137 1.592438 114 0.032 0.375 0.582000 2 9 131 1.526996 115 0.032 0.4 0.561000 0 9 121 1.417925 116 0.032 0.4 0.561000 1 9 135 1.570624 117 0.032 0.4 0.561000 2 9 130 1.516089 118 0.032 0.425 0.587000 0 9 142 1.646974 119 0.032 0.425 0.587000 1 9 155 1.788766 120 0.032 0.425 0.587000 2 9 141 1.636067 121 0.01 0.2 0.985600 0 9 163 1.876023 122 0.01 0.2 0.985600 1 9 191 2.181422 123 0.01 0.2 0.985600 2 9 180 2.061444 124 0.01 0.225 0.947900 0 9 144 1.668788 125 0.01 0.225 0.947900 1 9 169 1.941466 126 0.01 0.225 0.947900 2 9 166 1.908745 127 0.01 0.25 0.855000 0 9 134 1.559717 128 0.01 0.25 0.855000 1 9 147 1.701509 129 0.01 0.25 0.855000 2 9 150 1.734231 130 0.01 0.275 0.788000 0 9 128 1.494274 131 0.01 0.275 0.788000 1 9 148 1.712417 132 0.01 0.275 0.788000 2 9 148 1.712417 133 0.01 0.3 0.679000 0 9 122 1.428832 134 0.01 0.3 0.679000 1 9 147 1.701509 135 0.01 0.3 0.679000 2 9 130 1.516089 136 0.01 0.325 0.640000 0 9 117 1.374296 137 0.01 0.325 0.640000 1 9 140 1.625160 138 0.01 0.325 0.640000 2 9 131 1.526996 139 0.01 0.35 0.618000 0 9 113 1.330668 140 0.01 0.35 0.618000 1 9 143 1.657881 141 0.01 0.35 0.618000 2 9 134 1.559717 142 0.01 0.375 0.583000 0 9 117 1.374296 143 0.01 0.375 0.583000 1 9 146 1.690602 144 0.01 0.375 0.583000 2 9 142 1.646974 145 0.01 0.4 0.538000 0 9 123 1.439739 146 0.01 0.4 0.538000 1 9 136 1.581531 147 0.01 0.4 0.538000 2 9 132 1.537903 148 0.01 0.425 0.590000 0 9 160 1.843302 149 0.01 0.425 0.590000 1 9 168 1.930559 150 0.01 0.425 0.590000 2 9 164 1.886930 151 0.0032 0.2 0.968600 0 9 154 1.777859 152 0.0032 0.2 0.968600 1 9 175 2.006909 153 0.0032 0.2 0.968600 2 9 170 1.952373 154 0.0032 0.225 0.924000 0 9 149 1.723324 155 0.0032 0.225 0.924000 1 9 164 1.886930 156 0.0032 0.225 0.924000 2 9 167 1.919652 157 0.0032 0.25 0.830000 0 9 137 1.592438 158 0.0032 0.25 0.830000 1 9 145 1.679695 159 0.0032 0.25 0.830000 2 9 152 1.756045 160 0.0032 0.275 0.767000 0 9 142 1.646974 161 0.0032 0.275 0.767000 1 9 152 1.756045 162 0.0032 0.275 0.767000 2 9 153 1.766952 163 0.0032 0.3 0.659000 0 9 118 1.385203 164 0.0032 0.3 0.659000 1 9 145 1.679695 165 0.0032 0.3 0.659000 2 9 134 1.559717 166 0.0032 0.325 0.613000 0 9 115 1.352482 167 0.0032 0.325 0.613000 1 9 141 1.636067 168 0.0032 0.325 0.613000 2 9 134 1.559717 169 0.0032 0.35 0.633000 0 9 125 1.461553 170 0.0032 0.35 0.633000 1 9 152 1.756045 171 0.0032 0.35 0.633000 2 9 148 1.712417 172 0.0032 0.375 0.577000 0 9 126 1.472460 173 0.0032 0.375 0.577000 1 9 149 1.723324 174 0.0032 0.375 0.577000 2 9 149 1.723324 175 0.0032 0.4 0.526000 0 9 128 1.494274 176 0.0032 0.4 0.526000 1 9 139 1.614253 177 0.0032 0.4 0.526000 2 9 131 1.526996 178 0.0032 0.425 0.590000 0 9 173 1.985094 179 0.0032 0.425 0.590000 1 9 178 2.039630 180 0.0032 0.425 0.590000 2 9 174 1.996001 181 0.001 0.2 0.932800 0 9 147 1.701509 182 0.001 0.2 0.932800 1 9 164 1.886930 183 0.001 0.2 0.932800 2 9 163 1.876023 184 0.001 0.225 0.901000 0 9 148 1.712417 185 0.001 0.225 0.901000 1 9 164 1.886930 186 0.001 0.225 0.901000 2 9 163 1.876023 187 0.001 0.25 0.810000 0 9 140 1.625160 188 0.001 0.25 0.810000 1 9 149 1.723324 189 0.001 0.25 0.810000 2 9 152 1.756045 190 0.001 0.275 0.767000 0 9 142 1.646974 191 0.001 0.275 0.767000 1 9 156 1.799673 192 0.001 0.275 0.767000 2 9 158 1.821488 193 0.001 0.3 0.659000 0 9 129 1.505181 194 0.001 0.3 0.659000 1 9 147 1.701509 195 0.001 0.3 0.659000 2 9 145 1.679695 196 0.001 0.325 0.593000 0 9 123 1.439739 197 0.001 0.325 0.593000 1 9 144 1.668788 198 0.001 0.325 0.593000 2 9 137 1.592438 199 0.001 0.35 0.590000 0 9 129 1.505181 200 0.001 0.35 0.590000 1 9 153 1.766952 201 0.001 0.35 0.590000 2 9 146 1.690602 202 0.001 0.375 0.547000 0 9 134 1.559717 203 0.001 0.375 0.547000 1 9 147 1.701509 204 0.001 0.375 0.547000 2 9 149 1.723324 205 0.001 0.4 0.533000 0 9 149 1.723324 206 0.001 0.4 0.533000 1 9 149 1.723324 207 0.001 0.4 0.533000 2 9 149 1.723324 208 0.001 0.425 0.579000 0 9 185 2.115980 209 0.001 0.425 0.579000 1 9 192 2.192329 210 0.001 0.425 0.579000 2 9 189 2.159608 211 0.00032 0.2 0.918000 0 9 148 1.712417 212 0.00032 0.2 0.918000 1 9 165 1.897837 213 0.00032 0.2 0.918000 2 9 160 1.843302 214 0.00032 0.225 0.884000 0 9 148 1.712417 215 0.00032 0.225 0.884000 1 9 164 1.886930 216 0.00032 0.225 0.884000 2 9 170 1.952373 217 0.00032 0.25 0.829000 0 9 150 1.734231 218 0.00032 0.25 0.829000 1 9 155 1.788766 219 0.00032 0.25 0.829000 2 9 168 1.930559 220 0.00032 0.275 0.692000 0 9 132 1.537903 221 0.00032 0.275 0.692000 1 9 148 1.712417 222 0.00032 0.275 0.692000 2 9 154 1.777859 223 0.00032 0.3 0.631000 0 9 123 1.439739 224 0.00032 0.3 0.631000 1 9 149 1.723324 225 0.00032 0.3 0.631000 2 9 150 1.734231 226 0.00032 0.325 0.604000 0 9 129 1.505181 227 0.00032 0.325 0.604000 1 9 153 1.766952 228 0.00032 0.325 0.604000 2 9 151 1.745138 229 0.00032 0.35 0.572000 0 9 131 1.526996 230 0.00032 0.35 0.572000 1 9 153 1.766952 231 0.00032 0.35 0.572000 2 9 145 1.679695 232 0.00032 0.375 0.547000 0 9 142 1.646974 233 0.00032 0.375 0.547000 1 9 152 1.756045 234 0.00032 0.375 0.547000 2 9 157 1.810581 235 0.00032 0.4 0.533000 0 9 154 1.777859 236 0.00032 0.4 0.533000 1 9 158 1.821488 237 0.00032 0.4 0.533000 2 9 160 1.843302 238 0.00032 0.425 0.579000 0 9 200 2.279586 239 0.00032 0.425 0.579000 1 9 215 2.443193 240 0.00032 0.425 0.579000 2 9 208 2.366843 241 1e-04 0.2 0.918100 0 9 154 1.777859 242 1e-04 0.2 0.918100 1 9 174 1.996001 243 1e-04 0.2 0.918100 2 9 165 1.897837 244 1e-04 0.225 0.820000 0 9 143 1.657881 245 1e-04 0.225 0.820000 1 9 154 1.777859 246 1e-04 0.225 0.820000 2 9 157 1.810581 247 1e-04 0.25 0.777000 0 9 152 1.756045 248 1e-04 0.25 0.777000 1 9 157 1.810581 249 1e-04 0.25 0.777000 2 9 166 1.908745 250 1e-04 0.275 0.681000 0 9 145 1.679695 251 1e-04 0.275 0.681000 1 9 156 1.799673 252 1e-04 0.275 0.681000 2 9 156 1.799673 253 1e-04 0.3 0.594000 0 9 134 1.559717 254 1e-04 0.3 0.594000 1 9 153 1.766952 255 1e-04 0.3 0.594000 2 9 148 1.712417 256 1e-04 0.325 0.604000 0 9 144 1.668788 257 1e-04 0.325 0.604000 1 9 160 1.843302 258 1e-04 0.325 0.604000 2 9 163 1.876023 259 1e-04 0.35 0.583000 0 9 150 1.734231 260 1e-04 0.35 0.583000 1 9 162 1.865116 261 1e-04 0.35 0.583000 2 9 166 1.908745 262 1e-04 0.375 0.530000 0 9 148 1.712417 263 1e-04 0.375 0.530000 1 9 156 1.799673 264 1e-04 0.375 0.530000 2 9 162 1.865116 265 1e-04 0.4 0.516000 0 9 155 1.788766 266 1e-04 0.4 0.516000 1 9 160 1.843302 267 1e-04 0.4 0.516000 2 9 161 1.854209 268 1e-04 0.425 0.558000 0 9 209 2.377750 269 1e-04 0.425 0.558000 1 9 226 2.563171 270 1e-04 0.425 0.558000 2 9 219 2.486821 function (file = NULL, append = FALSE, type = c("output", "message")) { type <- match.arg(type) if (type == "message") { if (is.null(file)) file <- stderr() else if (!inherits(file, "connection") || !isOpen(file)) stop("`file' must be NULL or an already open connection") .Internal(sink(file, FALSE, TRUE)) } else { closeOnExit <- FALSE if (is.null(file)) file <- -1 else if (is.character(file)) { file <- file(file, ifelse(append, "a", "w")) closeOnExit <- TRUE } else if (!inherits(file, "connection")) stop("`file' must be NULL, a connection or a character string") .Internal(sink(file, closeOnExit, FALSE)) } }