| workshop 10, recursive patritioning no categories | *The author of this computation has been verified* | R Software Module: /rwasp_regression_trees1.wasp (opens new window with default values) | Title produced by software: Recursive Partitioning (Regression Trees) | Date of computation: Fri, 17 Dec 2010 12:57:39 +0000 | | Cite this page as follows: | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn.htm/, Retrieved Fri, 17 Dec 2010 14:03:05 +0100 | | BibTeX entries for LaTeX users: | @Manual{KEY,
author = {{YOUR NAME}},
publisher = {Office for Research Development and Education},
title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn.htm/},
year = {2010},
}
@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2010},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org},
}
| | Original text written by user: | | | IsPrivate? | No (this computation is public) | | User-defined keywords: | | | Dataseries X: | » Textbox « » Textfile « » CSV « | 30.00 1 1 2 0 0
5.00 1 1 1 1 2
5.00 0 1 2 1 2
30.00 0 1 1 1 2
25.00 0 1 2 1 2
50.00 1 1 1 0 0
65.00 1 1 2 1 0
40.00 0 1 1 0 0
55.00 1 1 2 2 0
75.00 0 1 1 0 0
50.00 0 1 1 1 0
20.00 1 1 2 1 0
25.00 1 1 2 0 0
30.00 1 1 2 0 0
80.00 1 1 1 0 0
NA 0 1 1 0 0
25.00 0 1 1 0 1
50.00 1 1 2 0 1
35.00 1 1 2 0 0
40.00 0 1 1 0 0
40.00 1 1 1 1 1
50.00 1 1 2 1 1
30.00 1 1 1 0 0
45.00 1 1 2 0 0
30.00 1 1 2 0 0
25.00 0 1 1 0 0
25.00 1 1 1 1 0
20.00 1 1 2 1 0
35.00 1 1 2 0 0
30.00 1 1 1 0 0
45.00 0 1 1 0 0
40.00 1 1 1 0 0
30.00 1 1 2 0 0
60.00 1 1 2 0 0
45.00 0 1 1 0 0
45.00 1 1 2 0 0
25.00 1 1 2 0 1
NA 1 1 1 0 0
45.00 0 1 1 0 0
50.00 0 1 1 0 0
NA 0 1 1 0 0
45.00 1 1 2 0 0
60.00 1 1 2 2 0
60.00 1 1 2 0 0
45.00 1 1 2 0 0
45.00 0 1 1 0 0
NA 0 1 1 0 0
45.00 1 1 1 0 0
55.00 1 1 2 0 0
40.00 1 1 1 0 1
60.00 1 1 2 0 1
35.00 0 1 1 0 0
30.00 0 1 1 0 0
20.00 0 1 1 0 0
15.00 1 1 1 1 2
15.00 1 1 2 1 2
40.00 1 1 1 1 2
40.00 1 1 2 1 2
50.00 0 1 1 0 0
NA 1 1 2 0 0
40.00 0 1 1 1 0
80.0 etc... | | Output produced by software: | Enter (or paste) a matrix (table) containing all data (time) series. Every column represents a different variable and must be delimited by a space or Tab. Every row represents a period in time (or category) and must be delimited by hard returns. The easiest way to enter data is to copy and paste a block of spreadsheet cells. Please, do not use commas or spaces to seperate groups of digits!
Goodness of Fit | Correlation | 0.6469 | R-squared | 0.4184 | RMSE | 0.3705 |
Actuals, Predictions, and Residuals | # | Actuals | Forecasts | Residuals | 1 | 1 | 0.932 | 0.068 | 2 | 1 | 0.374193548387097 | 0.625806451612903 | 3 | 0 | 0.932 | -0.932 | 4 | 0 | 0.374193548387097 | -0.374193548387097 | 5 | 0 | 0.932 | -0.932 | 6 | 1 | 0.374193548387097 | 0.625806451612903 | 7 | 1 | 0.932 | 0.068 | 8 | 0 | 0.374193548387097 | -0.374193548387097 | 9 | 1 | 0.932 | 0.068 | 10 | 0 | 0.125 | -0.125 | 11 | 0 | 0.374193548387097 | -0.374193548387097 | 12 | 1 | 0.932 | 0.068 | 13 | 1 | 0.932 | 0.068 | 14 | 1 | 0.932 | 0.068 | 15 | 1 | 0.125 | 0.875 | 16 | 0 | 0.374193548387097 | -0.374193548387097 | 17 | 0 | 0.374193548387097 | -0.374193548387097 | 18 | 1 | 0.932 | 0.068 | 19 | 1 | 0.932 | 0.068 | 20 | 0 | 0.374193548387097 | -0.374193548387097 | 21 | 1 | 0.374193548387097 | 0.625806451612903 | 22 | 1 | 0.932 | 0.068 | 23 | 1 | 0.374193548387097 | 0.625806451612903 | 24 | 1 | 0.932 | 0.068 | 25 | 1 | 0.932 | 0.068 | 26 | 0 | 0.374193548387097 | -0.374193548387097 | 27 | 1 | 0.374193548387097 | 0.625806451612903 | 28 | 1 | 0.932 | 0.068 | 29 | 1 | 0.932 | 0.068 | 30 | 1 | 0.374193548387097 | 0.625806451612903 | 31 | 0 | 0.374193548387097 | -0.374193548387097 | 32 | 1 | 0.374193548387097 | 0.625806451612903 | 33 | 1 | 0.932 | 0.068 | 34 | 1 | 0.932 | 0.068 | 35 | 0 | 0.374193548387097 | -0.374193548387097 | 36 | 1 | 0.932 | 0.068 | 37 | 1 | 0.932 | 0.068 | 38 | 1 | 0.374193548387097 | 0.625806451612903 | 39 | 0 | 0.374193548387097 | -0.374193548387097 | 40 | 0 | 0.374193548387097 | -0.374193548387097 | 41 | 0 | 0.374193548387097 | -0.374193548387097 | 42 | 1 | 0.932 | 0.068 | 43 | 1 | 0.932 | 0.068 | 44 | 1 | 0.932 | 0.068 | 45 | 1 | 0.932 | 0.068 | 46 | 0 | 0.374193548387097 | -0.374193548387097 | 47 | 0 | 0.374193548387097 | -0.374193548387097 | 48 | 1 | 0.374193548387097 | 0.625806451612903 | 49 | 1 | 0.932 | 0.068 | 50 | 1 | 0.374193548387097 | 0.625806451612903 | 51 | 1 | 0.932 | 0.068 | 52 | 0 | 0.374193548387097 | -0.374193548387097 | 53 | 0 | 0.374193548387097 | -0.374193548387097 | 54 | 0 | 0.374193548387097 | -0.374193548387097 | 55 | 1 | 0.374193548387097 | 0.625806451612903 | 56 | 1 | 0.932 | 0.068 | 57 | 1 | 0.374193548387097 | 0.625806451612903 | 58 | 1 | 0.932 | 0.068 | 59 | 0 | 0.374193548387097 | -0.374193548387097 | 60 | 1 | 0.932 | 0.068 | 61 | 0 | 0.374193548387097 | -0.374193548387097 | 62 | 1 | 0.932 | 0.068 | 63 | 0 | 0.374193548387097 | -0.374193548387097 | 64 | 1 | 0.932 | 0.068 | 65 | 1 | 0.374193548387097 | 0.625806451612903 | 66 | 1 | 0.932 | 0.068 | 67 | 1 | 0.932 | 0.068 | 68 | 1 | 0.932 | 0.068 | 69 | 1 | 0.374193548387097 | 0.625806451612903 | 70 | 1 | 0.932 | 0.068 | 71 | 0 | 0.374193548387097 | -0.374193548387097 | 72 | 0 | 0.374193548387097 | -0.374193548387097 | 73 | 1 | 0.932 | 0.068 | 74 | 1 | 0.932 | 0.068 | 75 | 0 | 0.374193548387097 | -0.374193548387097 | 76 | 0 | 0.374193548387097 | -0.374193548387097 | 77 | 1 | 0.932 | 0.068 | 78 | 0 | 0.374193548387097 | -0.374193548387097 | 79 | 1 | 0.932 | 0.068 | 80 | 1 | 0.932 | 0.068 | 81 | 0 | 0.374193548387097 | -0.374193548387097 | 82 | 0 | 0.125 | -0.125 | 83 | 1 | 0.932 | 0.068 | 84 | 1 | 0.932 | 0.068 | 85 | 0 | 0.374193548387097 | -0.374193548387097 | 86 | 1 | 0.932 | 0.068 | 87 | 1 | 0.374193548387097 | 0.625806451612903 | 88 | 1 | 0.374193548387097 | 0.625806451612903 | 89 | 1 | 0.932 | 0.068 | 90 | 0 | 0.374193548387097 | -0.374193548387097 | 91 | 1 | 0.932 | 0.068 | 92 | 1 | 0.374193548387097 | 0.625806451612903 | 93 | 1 | 0.932 | 0.068 | 94 | 1 | 0.374193548387097 | 0.625806451612903 | 95 | 1 | 0.374193548387097 | 0.625806451612903 | 96 | 1 | 0.932 | 0.068 | 97 | 0 | 0.374193548387097 | -0.374193548387097 | 98 | 1 | 0.932 | 0.068 | 99 | 1 | 0.932 | 0.068 | 100 | 1 | 0.932 | 0.068 | 101 | 1 | 0.374193548387097 | 0.625806451612903 | 102 | 0 | 0.374193548387097 | -0.374193548387097 | 103 | 1 | 0.932 | 0.068 | 104 | 1 | 0.932 | 0.068 | 105 | 1 | 0.932 | 0.068 | 106 | 0 | 0.932 | -0.932 | 107 | 0 | 0.374193548387097 | -0.374193548387097 | 108 | 1 | 0.932 | 0.068 | 109 | 1 | 0.932 | 0.068 | 110 | 1 | 0.374193548387097 | 0.625806451612903 | 111 | 0 | 0.374193548387097 | -0.374193548387097 | 112 | 1 | 0.932 | 0.068 | 113 | 1 | 0.932 | 0.068 | 114 | 1 | 0.932 | 0.068 | 115 | 0 | 0.374193548387097 | -0.374193548387097 | 116 | 0 | 0.125 | -0.125 | 117 | 1 | 0.932 | 0.068 | 118 | 1 | 0.932 | 0.068 | 119 | 0 | 0.374193548387097 | -0.374193548387097 | 120 | 1 | 0.374193548387097 | 0.625806451612903 | 121 | 1 | 0.374193548387097 | 0.625806451612903 | 122 | 1 | 0.932 | 0.068 | 123 | 1 | 0.932 | 0.068 | 124 | 1 | 0.125 | 0.875 | 125 | 1 | 0.932 | 0.068 | 126 | 0 | 0.374193548387097 | -0.374193548387097 | 127 | 0 | 0.374193548387097 | -0.374193548387097 | 128 | 1 | 0.932 | 0.068 | 129 | 0 | 0.374193548387097 | -0.374193548387097 | 130 | 1 | 0.932 | 0.068 | 131 | 1 | 0.932 | 0.068 | 132 | 1 | 0.932 | 0.068 | 133 | 0 | 0.374193548387097 | -0.374193548387097 | 134 | 1 | 0.374193548387097 | 0.625806451612903 | 135 | 1 | 0.932 | 0.068 | 136 | 0 | 0.125 | -0.125 | 137 | 1 | 0.374193548387097 | 0.625806451612903 | 138 | 1 | 0.932 | 0.068 | 139 | 0 | 0.374193548387097 | -0.374193548387097 | 140 | 1 | 0.932 | 0.068 | 141 | 1 | 0.374193548387097 | 0.625806451612903 | 142 | 1 | 0.932 | 0.068 | 143 | 0 | 0.374193548387097 | -0.374193548387097 | 144 | 1 | 0.374193548387097 | 0.625806451612903 | 145 | 1 | 0.932 | 0.068 | 146 | 1 | 0.374193548387097 | 0.625806451612903 | 147 | 1 | 0.932 | 0.068 | 148 | 0 | 0.374193548387097 | -0.374193548387097 | 149 | 0 | 0.374193548387097 | -0.374193548387097 | 150 | 1 | 0.932 | 0.068 | 151 | 0 | 0.374193548387097 | -0.374193548387097 | 152 | 1 | 0.374193548387097 | 0.625806451612903 | 153 | 1 | 0.374193548387097 | 0.625806451612903 | 154 | 1 | 0.932 | 0.068 | 155 | 0 | 0.374193548387097 | -0.374193548387097 | 156 | 1 | 0.932 | 0.068 | 157 | 0 | 0.374193548387097 | -0.374193548387097 | 158 | 0 | 0.374193548387097 | -0.374193548387097 | 159 | 0 | 0.374193548387097 | -0.374193548387097 | 160 | 1 | 0.932 | 0.068 | 161 | 1 | 0.932 | 0.068 | 162 | 1 | 0.932 | 0.068 | 163 | 0 | 0.374193548387097 | -0.374193548387097 | 164 | 1 | 0.932 | 0.068 | 165 | 1 | 0.374193548387097 | 0.625806451612903 | 166 | 1 | 0.374193548387097 | 0.625806451612903 | 167 | 0 | 0.374193548387097 | -0.374193548387097 | 168 | 1 | 0.932 | 0.068 | 169 | 1 | 0.932 | 0.068 | 170 | 0 | 0.932 | -0.932 | 171 | 1 | 0.374193548387097 | 0.625806451612903 | 172 | 0 | 0.374193548387097 | -0.374193548387097 | 173 | 0 | 0.374193548387097 | -0.374193548387097 | 174 | 0 | 0.374193548387097 | -0.374193548387097 | 175 | 0 | 0.125 | -0.125 | 176 | 0 | 0.374193548387097 | -0.374193548387097 | 177 | 1 | 0.932 | 0.068 | 178 | 1 | 0.374193548387097 | 0.625806451612903 | 179 | 1 | 0.932 | 0.068 | 180 | 0 | 0.374193548387097 | -0.374193548387097 | 181 | 1 | 0.932 | 0.068 | 182 | 1 | 0.932 | 0.068 | 183 | 1 | 0.932 | 0.068 | 184 | 1 | 0.374193548387097 | 0.625806451612903 | 185 | 0 | 0.374193548387097 | -0.374193548387097 | 186 | 0 | 0.374193548387097 | -0.374193548387097 | 187 | 1 | 0.932 | 0.068 | 188 | 1 | 0.932 | 0.068 | 189 | 1 | 0.932 | 0.068 | 190 | 0 | 0.374193548387097 | -0.374193548387097 | 191 | 1 | 0.932 | 0.068 | 192 | 0 | 0.374193548387097 | -0.374193548387097 | 193 | 1 | 0.932 | 0.068 | 194 | 1 | 0.932 | 0.068 | 195 | 0 | 0.374193548387097 | -0.374193548387097 | 196 | 1 | 0.932 | 0.068 | 197 | 1 | 0.374193548387097 | 0.625806451612903 | 198 | 0 | 0.374193548387097 | -0.374193548387097 | 199 | 1 | 0.932 | 0.068 | 200 | 1 | 0.932 | 0.068 | 201 | 0 | 0.374193548387097 | -0.374193548387097 | 202 | 0 | 0.374193548387097 | -0.374193548387097 | 203 | 1 | 0.374193548387097 | 0.625806451612903 | 204 | 0 | 0.374193548387097 | -0.374193548387097 | 205 | 1 | 0.932 | 0.068 | 206 | 0 | 0.125 | -0.125 | 207 | 0 | 0.374193548387097 | -0.374193548387097 | 208 | 1 | 0.932 | 0.068 | 209 | 1 | 0.932 | 0.068 | 210 | 1 | 0.374193548387097 | 0.625806451612903 | 211 | 0 | 0.374193548387097 | -0.374193548387097 | 212 | 0 | 0.374193548387097 | -0.374193548387097 | 213 | 0 | 0.374193548387097 | -0.374193548387097 | 214 | 1 | 0.932 | 0.068 | 215 | 1 | 0.932 | 0.068 | 216 | 0 | 0.125 | -0.125 | 217 | 1 | 0.932 | 0.068 | 218 | 0 | 0.125 | -0.125 | 219 | 1 | 0.932 | 0.068 | 220 | 1 | 0.374193548387097 | 0.625806451612903 | 221 | 1 | 0.932 | 0.068 | 222 | 0 | 0.125 | -0.125 | 223 | 0 | 0.374193548387097 | -0.374193548387097 | 224 | 0 | 0.374193548387097 | -0.374193548387097 | 225 | 0 | 0.374193548387097 | -0.374193548387097 | 226 | 0 | 0.374193548387097 | -0.374193548387097 | 227 | 0 | 0.374193548387097 | -0.374193548387097 | 228 | 1 | 0.932 | 0.068 | 229 | 0 | 0.374193548387097 | -0.374193548387097 | 230 | 1 | 0.932 | 0.068 | 231 | 1 | 0.932 | 0.068 | 232 | 1 | 0.374193548387097 | 0.625806451612903 | 233 | 0 | 0.374193548387097 | -0.374193548387097 | 234 | 1 | 0.932 | 0.068 | 235 | 0 | 0.374193548387097 | -0.374193548387097 | 236 | 1 | 0.374193548387097 | 0.625806451612903 | 237 | 0 | 0.374193548387097 | -0.374193548387097 | 238 | 0 | 0.374193548387097 | -0.374193548387097 | 239 | 1 | 0.932 | 0.068 | 240 | 0 | 0.374193548387097 | -0.374193548387097 | 241 | 1 | 0.374193548387097 | 0.625806451612903 | 242 | 0 | 0.374193548387097 | -0.374193548387097 | 243 | 1 | 0.932 | 0.068 | 244 | 0 | 0.374193548387097 | -0.374193548387097 | 245 | 0 | 0.374193548387097 | -0.374193548387097 | 246 | 1 | 0.932 | 0.068 | 247 | 0 | 0.374193548387097 | -0.374193548387097 | 248 | 1 | 0.932 | 0.068 | 249 | 0 | 0.374193548387097 | -0.374193548387097 | 250 | 1 | 0.374193548387097 | 0.625806451612903 | 251 | 1 | 0.932 | 0.068 | 252 | 1 | 0.932 | 0.068 | 253 | 0 | 0.125 | -0.125 | 254 | 1 | 0.932 | 0.068 | 255 | 1 | 0.374193548387097 | 0.625806451612903 | 256 | 1 | 0.932 | 0.068 | 257 | 1 | 0.374193548387097 | 0.625806451612903 | 258 | 1 | 0.932 | 0.068 | 259 | 1 | 0.932 | 0.068 | 260 | 1 | 0.374193548387097 | 0.625806451612903 | 261 | 1 | 0.932 | 0.068 | 262 | 1 | 0.374193548387097 | 0.625806451612903 | 263 | 0 | 0.374193548387097 | -0.374193548387097 | 264 | 1 | 0.932 | 0.068 | 265 | 1 | 0.125 | 0.875 | 266 | 1 | 0.374193548387097 | 0.625806451612903 | 267 | 0 | 0.125 | -0.125 | 268 | 0 | 0.125 | -0.125 | 269 | 0 | 0.374193548387097 | -0.374193548387097 | 270 | 0 | 0.374193548387097 | -0.374193548387097 | 271 | 1 | 0.932 | 0.068 | 272 | 1 | 0.374193548387097 | 0.625806451612903 | 273 | 1 | 0.932 | 0.068 | 274 | 1 | 0.374193548387097 | 0.625806451612903 | 275 | 1 | 0.374193548387097 | 0.625806451612903 | 276 | 1 | 0.932 | 0.068 | 277 | 0 | 0.125 | -0.125 | 278 | 1 | 0.932 | 0.068 | 279 | 1 | 0.374193548387097 | 0.625806451612903 | 280 | 0 | 0.125 | -0.125 | 281 | 1 | 0.374193548387097 | 0.625806451612903 | 282 | 1 | 0.932 | 0.068 | 283 | 1 | 0.932 | 0.068 | 284 | 0 | 0.374193548387097 | -0.374193548387097 | 285 | 1 | 0.932 | 0.068 | 286 | 0 | 0.125 | -0.125 | 287 | 0 | 0.932 | -0.932 | 288 | 0 | 0.125 | -0.125 | 289 | 1 | 0.932 | 0.068 | 290 | 1 | 0.932 | 0.068 | 291 | 0 | 0.374193548387097 | -0.374193548387097 | 292 | 1 | 0.932 | 0.068 | 293 | 1 | 0.374193548387097 | 0.625806451612903 | 294 | 1 | 0.932 | 0.068 | 295 | 0 | 0.374193548387097 | -0.374193548387097 | 296 | 1 | 0.374193548387097 | 0.625806451612903 | 297 | 1 | 0.932 | 0.068 | 298 | 1 | 0.932 | 0.068 | 299 | 1 | 0.374193548387097 | 0.625806451612903 | 300 | 0 | 0.374193548387097 | -0.374193548387097 | 301 | 0 | 0.125 | -0.125 | 302 | 0 | 0.374193548387097 | -0.374193548387097 | 303 | 1 | 0.932 | 0.068 | 304 | 0 | 0.125 | -0.125 | 305 | 1 | 0.932 | 0.068 | 306 | 0 | 0.125 | -0.125 | 307 | 0 | 0.374193548387097 | -0.374193548387097 | 308 | 0 | 0.374193548387097 | -0.374193548387097 | 309 | 1 | 0.932 | 0.068 | 310 | 1 | 0.932 | 0.068 | 311 | 0 | 0.125 | -0.125 | 312 | 1 | 0.932 | 0.068 | 313 | 0 | 0.374193548387097 | -0.374193548387097 | 314 | 0 | 0.374193548387097 | -0.374193548387097 | 315 | 1 | 0.932 | 0.068 | 316 | 1 | 0.932 | 0.068 | 317 | 0 | 0.374193548387097 | -0.374193548387097 | 318 | 1 | 0.374193548387097 | 0.625806451612903 | 319 | 0 | 0.374193548387097 | -0.374193548387097 | 320 | 1 | 0.932 | 0.068 | 321 | 1 | 0.374193548387097 | 0.625806451612903 | 322 | 0 | 0.125 | -0.125 | 323 | 1 | 0.932 | 0.068 | 324 | 0 | 0.126009693053312 | -0.126009693053312 | 325 | 1 | 0.932 | 0.068 | 326 | 0 | 0.126009693053312 | -0.126009693053312 | 327 | 0 | 0.126009693053312 | -0.126009693053312 | 328 | 0 | 0.126009693053312 | -0.126009693053312 | 329 | 0 | 0.126009693053312 | -0.126009693053312 | 330 | 1 | 0.932 | 0.068 | 331 | 0 | 0.126009693053312 | -0.126009693053312 | 332 | 0 | 0.126009693053312 | -0.126009693053312 | 333 | 0 | 0.126009693053312 | -0.126009693053312 | 334 | 1 | 0.932 | 0.068 | 335 | 0 | 0.126009693053312 | -0.126009693053312 | 336 | 0 | 0.126009693053312 | -0.126009693053312 | 337 | 1 | 0.126009693053312 | 0.873990306946688 | 338 | 1 | 0.932 | 0.068 | 339 | 0 | 0.126009693053312 | -0.126009693053312 | 340 | 1 | 0.777777777777778 | 0.222222222222222 | 341 | 1 | 0.932 | 0.068 | 342 | 1 | 0.932 | 0.068 | 343 | 1 | 0.932 | 0.068 | 344 | 1 | 0.126009693053312 | 0.873990306946688 | 345 | 1 | 0.932 | 0.068 | 346 | 0 | 0.126009693053312 | -0.126009693053312 | 347 | 0 | 0.126009693053312 | -0.126009693053312 | 348 | 0 | 0.126009693053312 | -0.126009693053312 | 349 | 0 | 0.126009693053312 | -0.126009693053312 | 350 | 1 | 0.932 | 0.068 | 351 | 1 | 0.932 | 0.068 | 352 | 0 | 0.126009693053312 | -0.126009693053312 | 353 | 1 | 0.932 | 0.068 | 354 | 1 | 0.932 | 0.068 | 355 | 0 | 0.126009693053312 | -0.126009693053312 | 356 | 1 | 0.932 | 0.068 | 357 | 0 | 0.126009693053312 | -0.126009693053312 | 358 | 0 | 0.126009693053312 | -0.126009693053312 | 359 | 1 | 0.932 | 0.068 | 360 | 1 | 0.777777777777778 | 0.222222222222222 | 361 | 1 | 0.126009693053312 | 0.873990306946688 | 362 | 1 | 0.932 | 0.068 | 363 | 1 | 0.932 | 0.068 | 364 | 0 | 0.126009693053312 | -0.126009693053312 | 365 | 0 | 0.126009693053312 | -0.126009693053312 | 366 | 0 | 0.932 | -0.932 | 367 | 0 | 0.126009693053312 | -0.126009693053312 | 368 | 0 | 0.126009693053312 | -0.126009693053312 | 369 | 0 | 0.126009693053312 | -0.126009693053312 | 370 | 0 | 0.932 | -0.932 | 371 | 1 | 0.932 | 0.068 | 372 | 1 | 0.932 | 0.068 | 373 | 0 | 0.126009693053312 | -0.126009693053312 | 374 | 1 | 0.932 | 0.068 | 375 | 0 | 0.126009693053312 | -0.126009693053312 | 376 | 0 | 0.126009693053312 | -0.126009693053312 | 377 | 1 | 0.126009693053312 | 0.873990306946688 | 378 | 1 | 0.932 | 0.068 | 379 | 0 | 0.126009693053312 | -0.126009693053312 | 380 | 1 | 0.932 | 0.068 | 381 | 1 | 0.932 | 0.068 | 382 | 0 | 0.932 | -0.932 | 383 | 0 | 0.932 | -0.932 | 384 | 0 | 0.126009693053312 | -0.126009693053312 | 385 | 0 | 0.126009693053312 | -0.126009693053312 | 386 | 1 | 0.777777777777778 | 0.222222222222222 | 387 | 0 | 0.126009693053312 | -0.126009693053312 | 388 | 1 | 0.932 | 0.068 | 389 | 1 | 0.932 | 0.068 | 390 | 0 | 0.126009693053312 | -0.126009693053312 | 391 | 0 | 0.126009693053312 | -0.126009693053312 | 392 | 0 | 0.126009693053312 | -0.126009693053312 | 393 | 1 | 0.932 | 0.068 | 394 | 0 | 0.126009693053312 | -0.126009693053312 | 395 | 0 | 0.126009693053312 | -0.126009693053312 | 396 | 1 | 0.932 | 0.068 | 397 | 1 | 0.932 | 0.068 | 398 | 0 | 0.126009693053312 | -0.126009693053312 | 399 | 1 | 0.777777777777778 | 0.222222222222222 | 400 | 0 | 0.126009693053312 | -0.126009693053312 | 401 | 1 | 0.932 | 0.068 | 402 | 1 | 0.932 | 0.068 | 403 | 1 | 0.932 | 0.068 | 404 | 0 | 0.126009693053312 | -0.126009693053312 | 405 | 0 | 0.126009693053312 | -0.126009693053312 | 406 | 0 | 0.126009693053312 | -0.126009693053312 | 407 | 0 | 0.126009693053312 | -0.126009693053312 | 408 | 1 | 0.932 | 0.068 | 409 | 0 | 0.126009693053312 | -0.126009693053312 | 410 | 0 | 0.126009693053312 | -0.126009693053312 | 411 | 0 | 0.126009693053312 | -0.126009693053312 | 412 | 0 | 0.932 | -0.932 | 413 | 0 | 0.126009693053312 | -0.126009693053312 | 414 | 0 | 0.126009693053312 | -0.126009693053312 | 415 | 0 | 0.126009693053312 | -0.126009693053312 | 416 | 1 | 0.932 | 0.068 | 417 | 0 | 0.126009693053312 | -0.126009693053312 | 418 | 0 | 0.126009693053312 | -0.126009693053312 | 419 | 0 | 0.126009693053312 | -0.126009693053312 | 420 | 0 | 0.126009693053312 | -0.126009693053312 | 421 | 0 | 0.126009693053312 | -0.126009693053312 | 422 | 0 | 0.126009693053312 | -0.126009693053312 | 423 | 0 | 0.126009693053312 | -0.126009693053312 | 424 | 0 | 0.126009693053312 | -0.126009693053312 | 425 | 0 | 0.126009693053312 | -0.126009693053312 | 426 | 0 | 0.126009693053312 | -0.126009693053312 | 427 | 0 | 0.126009693053312 | -0.126009693053312 | 428 | 1 | 0.777777777777778 | 0.222222222222222 | 429 | 1 | 0.932 | 0.068 | 430 | 0 | 0.126009693053312 | -0.126009693053312 | 431 | 1 | 0.932 | 0.068 | 432 | 0 | 0.126009693053312 | -0.126009693053312 | 433 | 1 | 0.126009693053312 | 0.873990306946688 | 434 | 0 | 0.126009693053312 | -0.126009693053312 | 435 | 1 | 0.932 | 0.068 | 436 | 0 | 0.126009693053312 | -0.126009693053312 | 437 | 1 | 0.932 | 0.068 | 438 | 1 | 0.932 | 0.068 | 439 | 1 | 0.932 | 0.068 | 440 | 0 | 0.126009693053312 | -0.126009693053312 | 441 | 1 | 0.932 | 0.068 | 442 | 1 | 0.932 | 0.068 | 443 | 0 | 0.126009693053312 | -0.126009693053312 | 444 | 0 | 0.126009693053312 | -0.126009693053312 | 445 | 0 | 0.126009693053312 | -0.126009693053312 | 446 | 0 | 0.932 | -0.932 | 447 | 1 | 0.932 | 0.068 | 448 | 0 | 0.126009693053312 | -0.126009693053312 | 449 | 0 | 0.126009693053312 | -0.126009693053312 | 450 | 1 | 0.932 | 0.068 | 451 | 0 | 0.126009693053312 | -0.126009693053312 | 452 | 0 | 0.126009693053312 | -0.126009693053312 | 453 | 1 | 0.932 | 0.068 | 454 | 0 | 0.126009693053312 | -0.126009693053312 | 455 | 1 | 0.126009693053312 | 0.873990306946688 | 456 | 0 | 0.126009693053312 | -0.126009693053312 | 457 | 0 | 0.932 | -0.932 | 458 | 0 | 0.126009693053312 | -0.126009693053312 | 459 | 1 | 0.932 | 0.068 | 460 | 0 | 0.126009693053312 | -0.126009693053312 | 461 | 1 | 0.932 | 0.068 | 462 | 0 | 0.126009693053312 | -0.126009693053312 | 463 | 0 | 0.126009693053312 | -0.126009693053312 | 464 | 0 | 0.126009693053312 | -0.126009693053312 | 465 | 0 | 0.126009693053312 | -0.126009693053312 | 466 | 1 | 0.932 | 0.068 | 467 | 0 | 0.126009693053312 | -0.126009693053312 | 468 | 1 | 0.932 | 0.068 | 469 | 0 | 0.932 | -0.932 | 470 | 1 | 0.932 | 0.068 | 471 | 0 | 0.126009693053312 | -0.126009693053312 | 472 | 1 | 0.932 | 0.068 | 473 | 0 | 0.126009693053312 | -0.126009693053312 | 474 | 0 | 0.126009693053312 | -0.126009693053312 | 475 | 0 | 0.126009693053312 | -0.126009693053312 | 476 | 0 | 0.932 | -0.932 | 477 | 0 | 0.126009693053312 | -0.126009693053312 | 478 | 0 | 0.126009693053312 | -0.126009693053312 | 479 | 1 | 0.932 | 0.068 | 480 | 1 | 0.932 | 0.068 | 481 | 0 | 0.126009693053312 | -0.126009693053312 | 482 | 1 | 0.932 | 0.068 | 483 | 1 | 0.932 | 0.068 | 484 | 1 | 0.932 | 0.068 | 485 | 1 | 0.932 | 0.068 | 486 | 0 | 0.126009693053312 | -0.126009693053312 | 487 | 0 | 0.126009693053312 | -0.126009693053312 | 488 | 0 | 0.126009693053312 | -0.126009693053312 | 489 | 0 | 0.126009693053312 | -0.126009693053312 | 490 | 1 | 0.932 | 0.068 | 491 | 0 | 0.932 | -0.932 | 492 | 0 | 0.126009693053312 | -0.126009693053312 | 493 | 1 | 0.777777777777778 | 0.222222222222222 | 494 | 0 | 0.126009693053312 | -0.126009693053312 | 495 | 1 | 0.932 | 0.068 | 496 | 0 | 0.126009693053312 | -0.126009693053312 | 497 | 0 | 0.126009693053312 | -0.126009693053312 | 498 | 0 | 0.126009693053312 | -0.126009693053312 | 499 | 0 | 0.126009693053312 | -0.126009693053312 | 500 | 0 | 0.126009693053312 | -0.126009693053312 | 501 | 0 | 0.126009693053312 | -0.126009693053312 | 502 | 1 | 0.932 | 0.068 | 503 | 1 | 0.932 | 0.068 | 504 | 1 | 0.126009693053312 | 0.873990306946688 | 505 | 0 | 0.126009693053312 | -0.126009693053312 | 506 | 0 | 0.126009693053312 | -0.126009693053312 | 507 | 0 | 0.126009693053312 | -0.126009693053312 | 508 | 0 | 0.126009693053312 | -0.126009693053312 | 509 | 0 | 0.126009693053312 | -0.126009693053312 | 510 | 0 | 0.126009693053312 | -0.126009693053312 | 511 | 0 | 0.126009693053312 | -0.126009693053312 | 512 | 0 | 0.126009693053312 | -0.126009693053312 | 513 | 0 | 0.126009693053312 | -0.126009693053312 | 514 | 1 | 0.932 | 0.068 | 515 | 1 | 0.777777777777778 | 0.222222222222222 | 516 | 1 | 0.777777777777778 | 0.222222222222222 | 517 | 0 | 0.126009693053312 | -0.126009693053312 | 518 | 0 | 0.126009693053312 | -0.126009693053312 | 519 | 0 | 0.126009693053312 | -0.126009693053312 | 520 | 0 | 0.126009693053312 | -0.126009693053312 | 521 | 1 | 0.126009693053312 | 0.873990306946688 | 522 | 1 | 0.932 | 0.068 | 523 | 0 | 0.126009693053312 | -0.126009693053312 | 524 | 1 | 0.126009693053312 | 0.873990306946688 | 525 | 1 | 0.126009693053312 | 0.873990306946688 | 526 | 0 | 0.126009693053312 | -0.126009693053312 | 527 | 1 | 0.126009693053312 | 0.873990306946688 | 528 | 0 | 0.126009693053312 | -0.126009693053312 | 529 | 0 | 0.126009693053312 | -0.126009693053312 | 530 | 1 | 0.932 | 0.068 | 531 | 0 | 0.126009693053312 | -0.126009693053312 | 532 | 0 | 0.126009693053312 | -0.126009693053312 | 533 | 0 | 0.126009693053312 | -0.126009693053312 | 534 | 1 | 0.932 | 0.068 | 535 | 1 | 0.932 | 0.068 | 536 | 0 | 0.126009693053312 | -0.126009693053312 | 537 | 1 | 0.932 | 0.068 | 538 | 0 | 0.126009693053312 | -0.126009693053312 | 539 | 1 | 0.126009693053312 | 0.873990306946688 | 540 | 0 | 0.126009693053312 | -0.126009693053312 | 541 | 1 | 0.932 | 0.068 | 542 | 1 | 0.932 | 0.068 | 543 | 1 | 0.932 | 0.068 | 544 | 0 | 0.126009693053312 | -0.126009693053312 | 545 | 0 | 0.126009693053312 | -0.126009693053312 | 546 | 1 | 0.932 | 0.068 | 547 | 1 | 0.932 | 0.068 | 548 | 0 | 0.126009693053312 | -0.126009693053312 | 549 | 1 | 0.777777777777778 | 0.222222222222222 | 550 | 1 | 0.777777777777778 | 0.222222222222222 | 551 | 1 | 0.932 | 0.068 | 552 | 1 | 0.932 | 0.068 | 553 | 0 | 0.126009693053312 | -0.126009693053312 | 554 | 1 | 0.932 | 0.068 | 555 | 0 | 0.126009693053312 | -0.126009693053312 | 556 | 0 | 0.126009693053312 | -0.126009693053312 | 557 | 0 | 0.126009693053312 | -0.126009693053312 | 558 | 1 | 0.932 | 0.068 | 559 | 1 | 0.932 | 0.068 | 560 | 1 | 0.932 | 0.068 | 561 | 1 | 0.932 | 0.068 | 562 | 0 | 0.126009693053312 | -0.126009693053312 | 563 | 1 | 0.932 | 0.068 | 564 | 0 | 0.126009693053312 | -0.126009693053312 | 565 | 1 | 0.932 | 0.068 | 566 | 0 | 0.126009693053312 | -0.126009693053312 | 567 | 0 | 0.126009693053312 | -0.126009693053312 | 568 | 0 | 0.126009693053312 | -0.126009693053312 | 569 | 0 | 0.126009693053312 | -0.126009693053312 | 570 | 0 | 0.126009693053312 | -0.126009693053312 | 571 | 1 | 0.932 | 0.068 | 572 | 0 | 0.126009693053312 | -0.126009693053312 | 573 | 1 | 0.932 | 0.068 | 574 | 1 | 0.932 | 0.068 | 575 | 0 | 0.126009693053312 | -0.126009693053312 | 576 | 0 | 0.932 | -0.932 | 577 | 0 | 0.126009693053312 | -0.126009693053312 | 578 | 1 | 0.932 | 0.068 | 579 | 0 | 0.126009693053312 | -0.126009693053312 | 580 | 0 | 0.126009693053312 | -0.126009693053312 | 581 | 1 | 0.932 | 0.068 | 582 | 0 | 0.126009693053312 | -0.126009693053312 | 583 | 1 | 0.932 | 0.068 | 584 | 1 | 0.932 | 0.068 | 585 | 1 | 0.932 | 0.068 | 586 | 0 | 0.126009693053312 | -0.126009693053312 | 587 | 1 | 0.932 | 0.068 | 588 | 1 | 0.777777777777778 | 0.222222222222222 | 589 | 1 | 0.932 | 0.068 | 590 | 1 | 0.932 | 0.068 | 591 | 1 | 0.932 | 0.068 | 592 | 1 | 0.932 | 0.068 | 593 | 0 | 0.126009693053312 | -0.126009693053312 | 594 | 1 | 0.932 | 0.068 | 595 | 0 | 0.126009693053312 | -0.126009693053312 | 596 | 0 | 0.126009693053312 | -0.126009693053312 | 597 | 1 | 0.126009693053312 | 0.873990306946688 | 598 | 1 | 0.126009693053312 | 0.873990306946688 | 599 | 1 | 0.932 | 0.068 | 600 | 0 | 0.932 | -0.932 | 601 | 0 | 0.126009693053312 | -0.126009693053312 | 602 | 0 | 0.126009693053312 | -0.126009693053312 | 603 | 0 | 0.126009693053312 | -0.126009693053312 | 604 | 1 | 0.528205128205128 | 0.471794871794872 | 605 | 1 | 0.528205128205128 | 0.471794871794872 | 606 | 1 | 0.126009693053312 | 0.873990306946688 | 607 | 1 | 0.126009693053312 | 0.873990306946688 | 608 | 1 | 0.528205128205128 | 0.471794871794872 | 609 | 0 | 0.126009693053312 | -0.126009693053312 | 610 | 0 | 0.126009693053312 | -0.126009693053312 | 611 | 0 | 0.528205128205128 | -0.528205128205128 | 612 | 1 | 0.777777777777778 | 0.222222222222222 | 613 | 1 | 0.528205128205128 | 0.471794871794872 | 614 | 1 | 0.126009693053312 | 0.873990306946688 | 615 | 0 | 0.126009693053312 | -0.126009693053312 | 616 | 0 | 0.126009693053312 | -0.126009693053312 | 617 | 0 | 0.126009693053312 | -0.126009693053312 | 618 | 0 | 0.126009693053312 | -0.126009693053312 | 619 | 0 | 0.126009693053312 | -0.126009693053312 | 620 | 0 | 0.126009693053312 | -0.126009693053312 | 621 | 0 | 0.126009693053312 | -0.126009693053312 | 622 | 1 | 0.528205128205128 | 0.471794871794872 | 623 | 0 | 0.0555555555555556 | -0.0555555555555556 | 624 | 0 | 0.142857142857143 | -0.142857142857143 | 625 | 0 | 0.142857142857143 | -0.142857142857143 | 626 | 1 | 0.142857142857143 | 0.857142857142857 | 627 | 0 | 0.142857142857143 | -0.142857142857143 | 628 | 0 | 0.142857142857143 | -0.142857142857143 | 629 | 0 | 0.142857142857143 | -0.142857142857143 | 630 | 0 | 0.126009693053312 | -0.126009693053312 | 631 | 1 | 0.126009693053312 | 0.873990306946688 | 632 | 0 | 0.126009693053312 | -0.126009693053312 | 633 | 0 | 0.528205128205128 | -0.528205128205128 | 634 | 0 | 0.126009693053312 | -0.126009693053312 | 635 | 0 | 0.126009693053312 | -0.126009693053312 | 636 | 0 | 0.126009693053312 | -0.126009693053312 | 637 | 0 | 0.528205128205128 | -0.528205128205128 | 638 | 0 | 0.126009693053312 | -0.126009693053312 | 639 | 0 | 0.126009693053312 | -0.126009693053312 | 640 | 0 | 0.0555555555555556 | -0.0555555555555556 | 641 | 0 | 0.0555555555555556 | -0.0555555555555556 | 642 | 1 | 0.0555555555555556 | 0.944444444444444 | 643 | 0 | 0.126009693053312 | -0.126009693053312 | 644 | 1 | 0.142857142857143 | 0.857142857142857 | 645 | 0 | 0.126009693053312 | -0.126009693053312 | 646 | 1 | 0.126009693053312 | 0.873990306946688 | 647 | 1 | 0.528205128205128 | 0.471794871794872 | 648 | 1 | 0.528205128205128 | 0.471794871794872 | 649 | 0 | 0.126009693053312 | -0.126009693053312 | 650 | 0 | 0.126009693053312 | -0.126009693053312 | 651 | 0 | 0.528205128205128 | -0.528205128205128 | 652 | 0 | 0.126009693053312 | -0.126009693053312 | 653 | 0 | 0.126009693053312 | -0.126009693053312 | 654 | 1 | 0.528205128205128 | 0.471794871794872 | 655 | 0 | 0.126009693053312 | -0.126009693053312 | 656 | 0 | 0.126009693053312 | -0.126009693053312 | 657 | 1 | 0.142857142857143 | 0.857142857142857 | 658 | 1 | 0.528205128205128 | 0.471794871794872 | 659 | 1 | 0.528205128205128 | 0.471794871794872 | 660 | 1 | 0.528205128205128 | 0.471794871794872 | 661 | 1 | 0.528205128205128 | 0.471794871794872 | 662 | 1 | 0.528205128205128 | 0.471794871794872 | 663 | 0 | 0.126009693053312 | -0.126009693053312 | 664 | 0 | 0.126009693053312 | -0.126009693053312 | 665 | 1 | 0.126009693053312 | 0.873990306946688 | 666 | 0 | 0.528205128205128 | -0.528205128205128 | 667 | 0 | 0.528205128205128 | -0.528205128205128 | 668 | 0 | 0.528205128205128 | -0.528205128205128 | 669 | 0 | 0.126009693053312 | -0.126009693053312 | 670 | 0 | 0.126009693053312 | -0.126009693053312 | 671 | 0 | 0.126009693053312 | -0.126009693053312 | 672 | 0 | 0.126009693053312 | -0.126009693053312 | 673 | 0 | 0.126009693053312 | -0.126009693053312 | 674 | 0 | 0.126009693053312 | -0.126009693053312 | 675 | 1 | 0.126009693053312 | 0.873990306946688 | 676 | 0 | 0.126009693053312 | -0.126009693053312 | 677 | 0 | 0.126009693053312 | -0.126009693053312 | 678 | 0 | 0.126009693053312 | -0.126009693053312 | 679 | 0 | 0.777777777777778 | -0.777777777777778 | 680 | 0 | 0.528205128205128 | -0.528205128205128 | 681 | 0 | 0.126009693053312 | -0.126009693053312 | 682 | 0 | 0.528205128205128 | -0.528205128205128 | 683 | 0 | 0.528205128205128 | -0.528205128205128 | 684 | 0 | 0.126009693053312 | -0.126009693053312 | 685 | 0 | 0.528205128205128 | -0.528205128205128 | 686 | 0 | 0.126009693053312 | -0.126009693053312 | 687 | 1 | 0.528205128205128 | 0.471794871794872 | 688 | 0 | 0.528205128205128 | -0.528205128205128 | 689 | 0 | 0.126009693053312 | -0.126009693053312 | 690 | 0 | 0.126009693053312 | -0.126009693053312 | 691 | 0 | 0.126009693053312 | -0.126009693053312 | 692 | 0 | 0.126009693053312 | -0.126009693053312 | 693 | 0 | 0.528205128205128 | -0.528205128205128 | 694 | 1 | 0.126009693053312 | 0.873990306946688 | 695 | 0 | 0.126009693053312 | -0.126009693053312 | 696 | 0 | 0.528205128205128 | -0.528205128205128 | 697 | 0 | 0.528205128205128 | -0.528205128205128 | 698 | 0 | 0.528205128205128 | -0.528205128205128 | 699 | 0 | 0.126009693053312 | -0.126009693053312 | 700 | 0 | 0.126009693053312 | -0.126009693053312 | 701 | 0 | 0.126009693053312 | -0.126009693053312 | 702 | 0 | 0.126009693053312 | -0.126009693053312 | 703 | 0 | 0.528205128205128 | -0.528205128205128 | 704 | 0 | 0.126009693053312 | -0.126009693053312 | 705 | 0 | 0.126009693053312 | -0.126009693053312 | 706 | 0 | 0.126009693053312 | -0.126009693053312 | 707 | 0 | 0.528205128205128 | -0.528205128205128 | 708 | 0 | 0.126009693053312 | -0.126009693053312 | 709 | 0 | 0.126009693053312 | -0.126009693053312 | 710 | 1 | 0.528205128205128 | 0.471794871794872 | 711 | 0 | 0.528205128205128 | -0.528205128205128 | 712 | 0 | 0.126009693053312 | -0.126009693053312 | 713 | 0 | 0.126009693053312 | -0.126009693053312 | 714 | 0 | 0.126009693053312 | -0.126009693053312 | 715 | 1 | 0.126009693053312 | 0.873990306946688 | 716 | 0 | 0.126009693053312 | -0.126009693053312 | 717 | 0 | 0.126009693053312 | -0.126009693053312 | 718 | 0 | 0.126009693053312 | -0.126009693053312 | 719 | 0 | 0.126009693053312 | -0.126009693053312 | 720 | 1 | 0.126009693053312 | 0.873990306946688 | 721 | 0 | 0.126009693053312 | -0.126009693053312 | 722 | 0 | 0.126009693053312 | -0.126009693053312 | 723 | 0 | 0.126009693053312 | -0.126009693053312 | 724 | 0 | 0.126009693053312 | -0.126009693053312 | 725 | 0 | 0.126009693053312 | -0.126009693053312 | 726 | 1 | 0.528205128205128 | 0.471794871794872 | 727 | 0 | 0.528205128205128 | -0.528205128205128 | 728 | 0 | 0.126009693053312 | -0.126009693053312 | 729 | 0 | 0.126009693053312 | -0.126009693053312 | 730 | 0 | 0.126009693053312 | -0.126009693053312 | 731 | 0 | 0.126009693053312 | -0.126009693053312 | 732 | 0 | 0.126009693053312 | -0.126009693053312 | 733 | 0 | 0.126009693053312 | -0.126009693053312 | 734 | 1 | 0.777777777777778 | 0.222222222222222 | 735 | 1 | 0.777777777777778 | 0.222222222222222 | 736 | 1 | 0.528205128205128 | 0.471794871794872 | 737 | 0 | 0.126009693053312 | -0.126009693053312 | 738 | 0 | 0.126009693053312 | -0.126009693053312 | 739 | 1 | 0.528205128205128 | 0.471794871794872 | 740 | 0 | 0.126009693053312 | -0.126009693053312 | 741 | 0 | 0.126009693053312 | -0.126009693053312 | 742 | 0 | 0.126009693053312 | -0.126009693053312 | 743 | 1 | 0.126009693053312 | 0.873990306946688 | 744 | 0 | 0.528205128205128 | -0.528205128205128 | 745 | 0 | 0.126009693053312 | -0.126009693053312 | 746 | 1 | 0.528205128205128 | 0.471794871794872 | 747 | 1 | 0.126009693053312 | 0.873990306946688 | 748 | 0 | 0.777777777777778 | -0.777777777777778 | 749 | 0 | 0.126009693053312 | -0.126009693053312 | 750 | 0 | 0.528205128205128 | -0.528205128205128 | 751 | 0 | 0.126009693053312 | -0.126009693053312 | 752 | 0 | 0.126009693053312 | -0.126009693053312 | 753 | 0 | 0.126009693053312 | -0.126009693053312 | 754 | 0 | 0.126009693053312 | -0.126009693053312 | 755 | 0 | 0.126009693053312 | -0.126009693053312 | 756 | 0 | 0.126009693053312 | -0.126009693053312 | 757 | 0 | 0.126009693053312 | -0.126009693053312 | 758 | 1 | 0.528205128205128 | 0.471794871794872 | 759 | 1 | 0.126009693053312 | 0.873990306946688 | 760 | 1 | 0.528205128205128 | 0.471794871794872 | 761 | 1 | 0.126009693053312 | 0.873990306946688 | 762 | 0 | 0.126009693053312 | -0.126009693053312 | 763 | 1 | 0.777777777777778 | 0.222222222222222 | 764 | 1 | 0.528205128205128 | 0.471794871794872 | 765 | 0 | 0.126009693053312 | -0.126009693053312 | 766 | 1 | 0.528205128205128 | 0.471794871794872 | 767 | 0 | 0.126009693053312 | -0.126009693053312 | 768 | 0 | 0.126009693053312 | -0.126009693053312 | 769 | 0 | 0.126009693053312 | -0.126009693053312 | 770 | 0 | 0.126009693053312 | -0.126009693053312 | 771 | 0 | 0.126009693053312 | -0.126009693053312 | 772 | 1 | 0.528205128205128 | 0.471794871794872 | 773 | 0 | 0.126009693053312 | -0.126009693053312 | 774 | 0 | 0.126009693053312 | -0.126009693053312 | 775 | 0 | 0.126009693053312 | -0.126009693053312 | 776 | 0 | 0.126009693053312 | -0.126009693053312 | 777 | 0 | 0.126009693053312 | -0.126009693053312 | 778 | 1 | 0.126009693053312 | 0.873990306946688 | 779 | 1 | 0.528205128205128 | 0.471794871794872 | 780 | 0 | 0.528205128205128 | -0.528205128205128 | 781 | 1 | 0.528205128205128 | 0.471794871794872 | 782 | 0 | 0.126009693053312 | -0.126009693053312 | 783 | 0 | 0.126009693053312 | -0.126009693053312 | 784 | 1 | 0.126009693053312 | 0.873990306946688 | 785 | 0 | 0.126009693053312 | -0.126009693053312 | 786 | 1 | 0.528205128205128 | 0.471794871794872 | 787 | 0 | 0.126009693053312 | -0.126009693053312 | 788 | 0 | 0.126009693053312 | -0.126009693053312 | 789 | 0 | 0.126009693053312 | -0.126009693053312 | 790 | 0 | 0.126009693053312 | -0.126009693053312 | 791 | 0 | 0.126009693053312 | -0.126009693053312 | 792 | 0 | 0.126009693053312 | -0.126009693053312 | 793 | 0 | 0.126009693053312 | -0.126009693053312 | 794 | 0 | 0.126009693053312 | -0.126009693053312 | 795 | 1 | 0.528205128205128 | 0.471794871794872 | 796 | 0 | 0.126009693053312 | -0.126009693053312 | 797 | 0 | 0.126009693053312 | -0.126009693053312 | 798 | 0 | 0.126009693053312 | -0.126009693053312 | 799 | 1 | 0.126009693053312 | 0.873990306946688 | 800 | 0 | 0.126009693053312 | -0.126009693053312 | 801 | 0 | 0.528205128205128 | -0.528205128205128 | 802 | 0 | 0.126009693053312 | -0.126009693053312 | 803 | 0 | 0.126009693053312 | -0.126009693053312 | 804 | 0 | 0.126009693053312 | -0.126009693053312 | 805 | 0 | 0.126009693053312 | -0.126009693053312 | 806 | 1 | 0.126009693053312 | 0.873990306946688 | 807 | 0 | 0.528205128205128 | -0.528205128205128 | 808 | 0 | 0.528205128205128 | -0.528205128205128 | 809 | 0 | 0.126009693053312 | -0.126009693053312 | 810 | 0 | 0.126009693053312 | -0.126009693053312 | 811 | 0 | 0.126009693053312 | -0.126009693053312 | 812 | 0 | 0.528205128205128 | -0.528205128205128 | 813 | 0 | 0.126009693053312 | -0.126009693053312 | 814 | 0 | 0.126009693053312 | -0.126009693053312 | 815 | 0 | 0.126009693053312 | -0.126009693053312 | 816 | 0 | 0.126009693053312 | -0.126009693053312 | 817 | 0 | 0.126009693053312 | -0.126009693053312 | 818 | 0 | 0.126009693053312 | -0.126009693053312 | 819 | 1 | 0.528205128205128 | 0.471794871794872 | 820 | 1 | 0.528205128205128 | 0.471794871794872 | 821 | 1 | 0.777777777777778 | 0.222222222222222 | 822 | 0 | 0.126009693053312 | -0.126009693053312 | 823 | 0 | 0.126009693053312 | -0.126009693053312 | 824 | 1 | 0.528205128205128 | 0.471794871794872 | 825 | 0 | 0.126009693053312 | -0.126009693053312 | 826 | 0 | 0.0555555555555556 | -0.0555555555555556 | 827 | 0 | 0.0555555555555556 | -0.0555555555555556 | 828 | 0 | 0.126009693053312 | -0.126009693053312 | 829 | 0 | 0.142857142857143 | -0.142857142857143 | 830 | 0 | 0.142857142857143 | -0.142857142857143 | 831 | 0 | 0.126009693053312 | -0.126009693053312 | 832 | 0 | 0.126009693053312 | -0.126009693053312 | 833 | 0 | 0.528205128205128 | -0.528205128205128 | 834 | 0 | 0.126009693053312 | -0.126009693053312 | 835 | 0 | 0.126009693053312 | -0.126009693053312 | 836 | 0 | 0.126009693053312 | -0.126009693053312 | 837 | 0 | 0.126009693053312 | -0.126009693053312 | 838 | 0 | 0.126009693053312 | -0.126009693053312 | 839 | 0 | 0.126009693053312 | -0.126009693053312 | 840 | 0 | 0.126009693053312 | -0.126009693053312 | 841 | 0 | 0.528205128205128 | -0.528205128205128 | 842 | 0 | 0.528205128205128 | -0.528205128205128 | 843 | 0 | 0.126009693053312 | -0.126009693053312 | 844 | 0 | 0.126009693053312 | -0.126009693053312 | 845 | 0 | 0.126009693053312 | -0.126009693053312 | 846 | 1 | 0.528205128205128 | 0.471794871794872 | 847 | 0 | 0.126009693053312 | -0.126009693053312 | 848 | 0 | 0.126009693053312 | -0.126009693053312 | 849 | 0 | 0.126009693053312 | -0.126009693053312 | 850 | 0 | 0.126009693053312 | -0.126009693053312 | 851 | 0 | 0.126009693053312 | -0.126009693053312 | 852 | 1 | 0.528205128205128 | 0.471794871794872 | 853 | 0 | 0.528205128205128 | -0.528205128205128 | 854 | 0 | 0.126009693053312 | -0.126009693053312 | 855 | 0 | 0.126009693053312 | -0.126009693053312 | 856 | 0 | 0.126009693053312 | -0.126009693053312 | 857 | 1 | 0.528205128205128 | 0.471794871794872 | 858 | 1 | 0.126009693053312 | 0.873990306946688 | 859 | 1 | 0.126009693053312 | 0.873990306946688 | 860 | 0 | 0.528205128205128 | -0.528205128205128 | 861 | 1 | 0.528205128205128 | 0.471794871794872 | 862 | 0 | 0.528205128205128 | -0.528205128205128 | 863 | 1 | 0.528205128205128 | 0.471794871794872 | 864 | 0 | 0.126009693053312 | -0.126009693053312 | 865 | 0 | 0.528205128205128 | -0.528205128205128 | 866 | 0 | 0.528205128205128 | -0.528205128205128 | 867 | 1 | 0.528205128205128 | 0.471794871794872 | 868 | 1 | 0.528205128205128 | 0.471794871794872 | 869 | 0 | 0.126009693053312 | -0.126009693053312 | 870 | 0 | 0.126009693053312 | -0.126009693053312 | 871 | 1 | 0.528205128205128 | 0.471794871794872 | 872 | 0 | 0.126009693053312 | -0.126009693053312 | 873 | 1 | 0.528205128205128 | 0.471794871794872 | 874 | 0 | 0.126009693053312 | -0.126009693053312 | 875 | 1 | 0.126009693053312 | 0.873990306946688 | 876 | 0 | 0.126009693053312 | -0.126009693053312 | 877 | 0 | 0.126009693053312 | -0.126009693053312 | 878 | 0 | 0.528205128205128 | -0.528205128205128 | 879 | 0 | 0.528205128205128 | -0.528205128205128 | 880 | 0 | 0.126009693053312 | -0.126009693053312 | 881 | 1 | 0.126009693053312 | 0.873990306946688 | 882 | 1 | 0.126009693053312 | 0.873990306946688 | 883 | 0 | 0.126009693053312 | -0.126009693053312 | 884 | 0 | 0.126009693053312 | -0.126009693053312 | 885 | 0 | 0.126009693053312 | -0.126009693053312 | 886 | 0 | 0.126009693053312 | -0.126009693053312 | 887 | 1 | 0.528205128205128 | 0.471794871794872 | 888 | 1 | 0.126009693053312 | 0.873990306946688 | 889 | 0 | 0.126009693053312 | -0.126009693053312 | 890 | 1 | 0.126009693053312 | 0.873990306946688 | 891 | 0 | 0.126009693053312 | -0.126009693053312 | 892 | 0 | 0.126009693053312 | -0.126009693053312 | 893 | 0 | 0.126009693053312 | -0.126009693053312 | 894 | 0 | 0.126009693053312 | -0.126009693053312 | 895 | 1 | 0.777777777777778 | 0.222222222222222 | 896 | 1 | 0.528205128205128 | 0.471794871794872 | 897 | 0 | 0.126009693053312 | -0.126009693053312 | 898 | 0 | 0.126009693053312 | -0.126009693053312 | 899 | 0 | 0.126009693053312 | -0.126009693053312 | 900 | 1 | 0.528205128205128 | 0.471794871794872 | 901 | 0 | 0.126009693053312 | -0.126009693053312 | 902 | 0 | 0.528205128205128 | -0.528205128205128 | 903 | 0 | 0.126009693053312 | -0.126009693053312 | 904 | 0 | 0.528205128205128 | -0.528205128205128 | 905 | 0 | 0.126009693053312 | -0.126009693053312 | 906 | 1 | 0.126009693053312 | 0.873990306946688 | 907 | 0 | 0.126009693053312 | -0.126009693053312 | 908 | 0 | 0.528205128205128 | -0.528205128205128 | 909 | 0 | 0.528205128205128 | -0.528205128205128 | 910 | 1 | 0.126009693053312 | 0.873990306946688 | 911 | 0 | 0.126009693053312 | -0.126009693053312 | 912 | 0 | 0.126009693053312 | -0.126009693053312 | 913 | 0 | 0.126009693053312 | -0.126009693053312 | 914 | 1 | 0.126009693053312 | 0.873990306946688 | 915 | 0 | 0.126009693053312 | -0.126009693053312 | 916 | 0 | 0.126009693053312 | -0.126009693053312 | 917 | 1 | 0.528205128205128 | 0.471794871794872 | 918 | 1 | 0.126009693053312 | 0.873990306946688 | 919 | 0 | 0.126009693053312 | -0.126009693053312 | 920 | 0 | 0.126009693053312 | -0.126009693053312 | 921 | 0 | 0.126009693053312 | -0.126009693053312 | 922 | 0 | 0.126009693053312 | -0.126009693053312 | 923 | 1 | 0.528205128205128 | 0.471794871794872 | 924 | 1 | 0.528205128205128 | 0.471794871794872 | 925 | 0 | 0.126009693053312 | -0.126009693053312 | 926 | 0 | 0.126009693053312 | -0.126009693053312 | 927 | 1 | 0.126009693053312 | 0.873990306946688 | 928 | 0 | 0.126009693053312 | -0.126009693053312 | 929 | 0 | 0.528205128205128 | -0.528205128205128 | 930 | 0 | 0.126009693053312 | -0.126009693053312 | 931 | 0 | 0.126009693053312 | -0.126009693053312 | 932 | 0 | 0.126009693053312 | -0.126009693053312 | 933 | 0 | 0.528205128205128 | -0.528205128205128 | 934 | 0 | 0.126009693053312 | -0.126009693053312 | 935 | 1 | 0.528205128205128 | 0.471794871794872 | 936 | 1 | 0.126009693053312 | 0.873990306946688 | 937 | 1 | 0.528205128205128 | 0.471794871794872 | 938 | 0 | 0.528205128205128 | -0.528205128205128 | 939 | 0 | 0.126009693053312 | -0.126009693053312 | 940 | 0 | 0.528205128205128 | -0.528205128205128 | 941 | 0 | 0.126009693053312 | -0.126009693053312 | 942 | 1 | 0.126009693053312 | 0.873990306946688 | 943 | 0 | 0.126009693053312 | -0.126009693053312 | 944 | 0 | 0.528205128205128 | -0.528205128205128 | 945 | 0 | 0.126009693053312 | -0.126009693053312 | 946 | 1 | 0.126009693053312 | 0.873990306946688 | 947 | 0 | 0.126009693053312 | -0.126009693053312 | 948 | 1 | 0.528205128205128 | 0.471794871794872 | 949 | 0 | 0.126009693053312 | -0.126009693053312 | 950 | 1 | 0.126009693053312 | 0.873990306946688 | 951 | 0 | 0.126009693053312 | -0.126009693053312 | 952 | 0 | 0.126009693053312 | -0.126009693053312 | 953 | 0 | 0.126009693053312 | -0.126009693053312 | 954 | 1 | 0.126009693053312 | 0.873990306946688 | 955 | 0 | 0.126009693053312 | -0.126009693053312 | 956 | 0 | 0.142857142857143 | -0.142857142857143 | 957 | 0 | 0.142857142857143 | -0.142857142857143 | 958 | 0 | 0.142857142857143 | -0.142857142857143 | 959 | 0 | 0.528205128205128 | -0.528205128205128 | 960 | 0 | 0.126009693053312 | -0.126009693053312 | 961 | 0 | 0.126009693053312 | -0.126009693053312 | 962 | 0 | 0.528205128205128 | -0.528205128205128 | 963 | 0 | 0.126009693053312 | -0.126009693053312 | 964 | 0 | 0.126009693053312 | -0.126009693053312 | 965 | 0 | 0.126009693053312 | -0.126009693053312 | 966 | 0 | 0.126009693053312 | -0.126009693053312 | 967 | 0 | 0.528205128205128 | -0.528205128205128 | 968 | 0 | 0.528205128205128 | -0.528205128205128 | 969 | 0 | 0.126009693053312 | -0.126009693053312 | 970 | 0 | 0.528205128205128 | -0.528205128205128 | 971 | 1 | 0.126009693053312 | 0.873990306946688 | 972 | 0 | 0.126009693053312 | -0.126009693053312 | 973 | 0 | 0.126009693053312 | -0.126009693053312 | 974 | 0 | 0.126009693053312 | -0.126009693053312 | 975 | 0 | 0.126009693053312 | -0.126009693053312 | 976 | 0 | 0.528205128205128 | -0.528205128205128 | 977 | 0 | 0.126009693053312 | -0.126009693053312 | 978 | 0 | 0.126009693053312 | -0.126009693053312 | 979 | 1 | 0.126009693053312 | 0.873990306946688 | 980 | 0 | 0.126009693053312 | -0.126009693053312 | 981 | 1 | 0.528205128205128 | 0.471794871794872 | 982 | 1 | 0.126009693053312 | 0.873990306946688 | 983 | 0 | 0.126009693053312 | -0.126009693053312 | 984 | 0 | 0.126009693053312 | -0.126009693053312 | 985 | 1 | 0.528205128205128 | 0.471794871794872 | 986 | 1 | 0.126009693053312 | 0.873990306946688 | 987 | 0 | 0.126009693053312 | -0.126009693053312 | 988 | 0 | 0.528205128205128 | -0.528205128205128 | 989 | 0 | 0.126009693053312 | -0.126009693053312 | 990 | 0 | 0.126009693053312 | -0.126009693053312 | 991 | 0 | 0.126009693053312 | -0.126009693053312 | 992 | 1 | 0.126009693053312 | 0.873990306946688 | 993 | 0 | 0.528205128205128 | -0.528205128205128 | 994 | 1 | 0.528205128205128 | 0.471794871794872 | 995 | 0 | 0.126009693053312 | -0.126009693053312 | 996 | 0 | 0.126009693053312 | -0.126009693053312 | 997 | 0 | 0.126009693053312 | -0.126009693053312 | 998 | 1 | 0.528205128205128 | 0.471794871794872 | 999 | 0 | 0.126009693053312 | -0.126009693053312 | 1000 | 1 | 0.528205128205128 | 0.471794871794872 | 1001 | 1 | 0.126009693053312 | 0.873990306946688 | 1002 | 1 | 0.528205128205128 | 0.471794871794872 | 1003 | 1 | 0.528205128205128 | 0.471794871794872 | 1004 | 1 | 0.126009693053312 | 0.873990306946688 | 1005 | 1 | 0.528205128205128 | 0.471794871794872 | 1006 | 0 | 0.126009693053312 | -0.126009693053312 | 1007 | 1 | 0.528205128205128 | 0.471794871794872 | 1008 | 1 | 0.528205128205128 | 0.471794871794872 | 1009 | 0 | 0.528205128205128 | -0.528205128205128 | 1010 | 0 | 0.126009693053312 | -0.126009693053312 | 1011 | 0 | 0.126009693053312 | -0.126009693053312 | 1012 | 0 | 0.528205128205128 | -0.528205128205128 | 1013 | 0 | 0.528205128205128 | -0.528205128205128 | 1014 | 0 | 0.528205128205128 | -0.528205128205128 | 1015 | 0 | 0.528205128205128 | -0.528205128205128 | 1016 | 0 | 0.126009693053312 | -0.126009693053312 | 1017 | 0 | 0.126009693053312 | -0.126009693053312 | 1018 | 1 | 0.126009693053312 | 0.873990306946688 | 1019 | 0 | 0.126009693053312 | -0.126009693053312 | 1020 | 0 | 0.126009693053312 | -0.126009693053312 | 1021 | 0 | 0.126009693053312 | -0.126009693053312 | 1022 | 0 | 0.126009693053312 | -0.126009693053312 | 1023 | 0 | 0.126009693053312 | -0.126009693053312 | 1024 | 1 | 0.528205128205128 | 0.471794871794872 | 1025 | 0 | 0.126009693053312 | -0.126009693053312 | 1026 | 1 | 0.777777777777778 | 0.222222222222222 | 1027 | 1 | 0.528205128205128 | 0.471794871794872 | 1028 | 0 | 0.126009693053312 | -0.126009693053312 | 1029 | 1 | 0.528205128205128 | 0.471794871794872 | 1030 | 0 | 0.126009693053312 | -0.126009693053312 | 1031 | 0 | 0.126009693053312 | -0.126009693053312 | 1032 | 0 | 0.126009693053312 | -0.126009693053312 | 1033 | 0 | 0.126009693053312 | -0.126009693053312 | 1034 | 1 | 0.126009693053312 | 0.873990306946688 | 1035 | 1 | 0.126009693053312 | 0.873990306946688 | 1036 | 1 | 0.126009693053312 | 0.873990306946688 | 1037 | 1 | 0.528205128205128 | 0.471794871794872 | 1038 | 1 | 0.528205128205128 | 0.471794871794872 | 1039 | 0 | 0.126009693053312 | -0.126009693053312 | 1040 | 1 | 0.528205128205128 | 0.471794871794872 | 1041 | 1 | 0.528205128205128 | 0.471794871794872 | 1042 | 0 | 0.126009693053312 | -0.126009693053312 | 1043 | 1 | 0.528205128205128 | 0.471794871794872 | 1044 | 1 | 0.528205128205128 | 0.471794871794872 | 1045 | 1 | 0.528205128205128 | 0.471794871794872 | 1046 | 0 | 0.126009693053312 | -0.126009693053312 | 1047 | 0 | 0.126009693053312 | -0.126009693053312 | 1048 | 1 | 0.528205128205128 | 0.471794871794872 | 1049 | 1 | 0.528205128205128 | 0.471794871794872 | 1050 | 1 | 0.126009693053312 | 0.873990306946688 | 1051 | 1 | 0.528205128205128 | 0.471794871794872 | 1052 | 0 | 0.126009693053312 | -0.126009693053312 | 1053 | 0 | 0.126009693053312 | -0.126009693053312 | 1054 | 0 | 0.126009693053312 | -0.126009693053312 | 1055 | 0 | 0.528205128205128 | -0.528205128205128 | 1056 | 0 | 0.126009693053312 | -0.126009693053312 | 1057 | 1 | 0.126009693053312 | 0.873990306946688 | 1058 | 1 | 0.528205128205128 | 0.471794871794872 | 1059 | 0 | 0.528205128205128 | -0.528205128205128 | 1060 | 0 | 0.126009693053312 | -0.126009693053312 | 1061 | 1 | 0.528205128205128 | 0.471794871794872 | 1062 | 1 | 0.528205128205128 | 0.471794871794872 | 1063 | 0 | 0.126009693053312 | -0.126009693053312 | 1064 | 0 | 0.126009693053312 | -0.126009693053312 | 1065 | 1 | 0.126009693053312 | 0.873990306946688 | 1066 | 0 | 0.126009693053312 | -0.126009693053312 | 1067 | 0 | 0.126009693053312 | -0.126009693053312 | 1068 | 1 | 0.528205128205128 | 0.471794871794872 | 1069 | 0 | 0.126009693053312 | -0.126009693053312 | 1070 | 0 | 0.126009693053312 | -0.126009693053312 | 1071 | 0 | 0.126009693053312 | -0.126009693053312 | 1072 | 1 | 0.528205128205128 | 0.471794871794872 | 1073 | 0 | 0.126009693053312 | -0.126009693053312 | 1074 | 0 | 0.126009693053312 | -0.126009693053312 | 1075 | 0 | 0.126009693053312 | -0.126009693053312 | 1076 | 0 | 0.126009693053312 | -0.126009693053312 | 1077 | 0 | 0.528205128205128 | -0.528205128205128 | 1078 | 1 | 0.528205128205128 | 0.471794871794872 | 1079 | 1 | 0.528205128205128 | 0.471794871794872 | 1080 | 1 | 0.528205128205128 | 0.471794871794872 | 1081 | 1 | 0.126009693053312 | 0.873990306946688 | 1082 | 1 | 0.528205128205128 | 0.471794871794872 | 1083 | 1 | 0.777777777777778 | 0.222222222222222 | 1084 | 0 | 0.126009693053312 | -0.126009693053312 | 1085 | 0 | 0.126009693053312 | -0.126009693053312 | 1086 | 0 | 0.126009693053312 | -0.126009693053312 | 1087 | 0 | 0.528205128205128 | -0.528205128205128 | 1088 | 0 | 0.126009693053312 | -0.126009693053312 | 1089 | 1 | 0.126009693053312 | 0.873990306946688 | 1090 | 0 | 0.126009693053312 | -0.126009693053312 | 1091 | 0 | 0.528205128205128 | -0.528205128205128 | 1092 | 0 | 0.528205128205128 | -0.528205128205128 | 1093 | 0 | 0.126009693053312 | -0.126009693053312 | 1094 | 0 | 0.126009693053312 | -0.126009693053312 | 1095 | 1 | 0.528205128205128 | 0.471794871794872 | 1096 | 0 | 0.528205128205128 | -0.528205128205128 | 1097 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1098 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1099 | 0 | 0.142857142857143 | -0.142857142857143 | 1100 | 0 | 0.142857142857143 | -0.142857142857143 | 1101 | 0 | 0.528205128205128 | -0.528205128205128 | 1102 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1103 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1104 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1105 | 0 | 0.126009693053312 | -0.126009693053312 | 1106 | 0 | 0.126009693053312 | -0.126009693053312 | 1107 | 0 | 0.528205128205128 | -0.528205128205128 | 1108 | 0 | 0.126009693053312 | -0.126009693053312 | 1109 | 0 | 0.126009693053312 | -0.126009693053312 | 1110 | 0 | 0.126009693053312 | -0.126009693053312 | 1111 | 0 | 0.126009693053312 | -0.126009693053312 | 1112 | 0 | 0.777777777777778 | -0.777777777777778 | 1113 | 0 | 0.528205128205128 | -0.528205128205128 | 1114 | 0 | 0.528205128205128 | -0.528205128205128 | 1115 | 0 | 0.126009693053312 | -0.126009693053312 | 1116 | 0 | 0.126009693053312 | -0.126009693053312 | 1117 | 0 | 0.126009693053312 | -0.126009693053312 | 1118 | 0 | 0.126009693053312 | -0.126009693053312 | 1119 | 0 | 0.126009693053312 | -0.126009693053312 | 1120 | 0 | 0.126009693053312 | -0.126009693053312 | 1121 | 1 | 0.126009693053312 | 0.873990306946688 | 1122 | 1 | 0.126009693053312 | 0.873990306946688 | 1123 | 1 | 0.528205128205128 | 0.471794871794872 | 1124 | 1 | 0.528205128205128 | 0.471794871794872 | 1125 | 0 | 0.528205128205128 | -0.528205128205128 | 1126 | 0 | 0.126009693053312 | -0.126009693053312 | 1127 | 0 | 0.528205128205128 | -0.528205128205128 | 1128 | 0 | 0.126009693053312 | -0.126009693053312 | 1129 | 0 | 0.777777777777778 | -0.777777777777778 | 1130 | 0 | 0.126009693053312 | -0.126009693053312 | 1131 | 0 | 0.528205128205128 | -0.528205128205128 | 1132 | 1 | 0.126009693053312 | 0.873990306946688 | 1133 | 0 | 0.126009693053312 | -0.126009693053312 | 1134 | 0 | 0.126009693053312 | -0.126009693053312 | 1135 | 0 | 0.126009693053312 | -0.126009693053312 | 1136 | 0 | 0.126009693053312 | -0.126009693053312 | 1137 | 0 | 0.528205128205128 | -0.528205128205128 | 1138 | 0 | 0.126009693053312 | -0.126009693053312 | 1139 | 0 | 0.126009693053312 | -0.126009693053312 | 1140 | 0 | 0.126009693053312 | -0.126009693053312 | 1141 | 0 | 0.126009693053312 | -0.126009693053312 | 1142 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1143 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1144 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1145 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1146 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1147 | 0 | 0.528205128205128 | -0.528205128205128 | 1148 | 0 | 0.528205128205128 | -0.528205128205128 | 1149 | 0 | 0.126009693053312 | -0.126009693053312 | 1150 | 1 | 0.528205128205128 | 0.471794871794872 | 1151 | 0 | 0.126009693053312 | -0.126009693053312 | 1152 | 0 | 0.528205128205128 | -0.528205128205128 | 1153 | 0 | 0.126009693053312 | -0.126009693053312 | 1154 | 0 | 0.528205128205128 | -0.528205128205128 | 1155 | 0 | 0.126009693053312 | -0.126009693053312 | 1156 | 0 | 0.126009693053312 | -0.126009693053312 | 1157 | 0 | 0.528205128205128 | -0.528205128205128 | 1158 | 0 | 0.126009693053312 | -0.126009693053312 | 1159 | 0 | 0.528205128205128 | -0.528205128205128 | 1160 | 1 | 0.528205128205128 | 0.471794871794872 | 1161 | 0 | 0.126009693053312 | -0.126009693053312 | 1162 | 0 | 0.126009693053312 | -0.126009693053312 | 1163 | 1 | 0.126009693053312 | 0.873990306946688 | 1164 | 0 | 0.126009693053312 | -0.126009693053312 | 1165 | 0 | 0.126009693053312 | -0.126009693053312 | 1166 | 0 | 0.126009693053312 | -0.126009693053312 | 1167 | 0 | 0.126009693053312 | -0.126009693053312 | 1168 | 0 | 0.126009693053312 | -0.126009693053312 | 1169 | 0 | 0.126009693053312 | -0.126009693053312 | 1170 | 0 | 0.126009693053312 | -0.126009693053312 | 1171 | 0 | 0.126009693053312 | -0.126009693053312 | 1172 | 0 | 0.126009693053312 | -0.126009693053312 | 1173 | 0 | 0.142857142857143 | -0.142857142857143 | 1174 | 0 | 0.142857142857143 | -0.142857142857143 | 1175 | 0 | 0.142857142857143 | -0.142857142857143 | 1176 | 0 | 0.142857142857143 | -0.142857142857143 | 1177 | 0 | 0.126009693053312 | -0.126009693053312 | 1178 | 0 | 0.126009693053312 | -0.126009693053312 | 1179 | 0 | 0.126009693053312 | -0.126009693053312 | 1180 | 0 | 0.126009693053312 | -0.126009693053312 | 1181 | 0 | 0.528205128205128 | -0.528205128205128 | 1182 | 0 | 0.126009693053312 | -0.126009693053312 | 1183 | 1 | 0.528205128205128 | 0.471794871794872 | 1184 | 0 | 0.126009693053312 | -0.126009693053312 | 1185 | 0 | 0.126009693053312 | -0.126009693053312 | 1186 | 0 | 0.126009693053312 | -0.126009693053312 | 1187 | 0 | 0.126009693053312 | -0.126009693053312 | 1188 | 1 | 0.528205128205128 | 0.471794871794872 | 1189 | 1 | 0.528205128205128 | 0.471794871794872 | 1190 | 1 | 0.528205128205128 | 0.471794871794872 | 1191 | 1 | 0.126009693053312 | 0.873990306946688 | 1192 | 0 | 0.126009693053312 | -0.126009693053312 | 1193 | 0 | 0.126009693053312 | -0.126009693053312 | 1194 | 0 | 0.126009693053312 | -0.126009693053312 | 1195 | 0 | 0.126009693053312 | -0.126009693053312 | 1196 | 0 | 0.126009693053312 | -0.126009693053312 | 1197 | 1 | 0.126009693053312 | 0.873990306946688 | 1198 | 0 | 0.126009693053312 | -0.126009693053312 | 1199 | 1 | 0.528205128205128 | 0.471794871794872 | 1200 | 0 | 0.126009693053312 | -0.126009693053312 | 1201 | 0 | 0.126009693053312 | -0.126009693053312 | 1202 | 0 | 0.126009693053312 | -0.126009693053312 | 1203 | 0 | 0.126009693053312 | -0.126009693053312 | 1204 | 0 | 0.126009693053312 | -0.126009693053312 | 1205 | 0 | 0.126009693053312 | -0.126009693053312 | 1206 | 1 | 0.528205128205128 | 0.471794871794872 | 1207 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1208 | 0 | 0.0555555555555556 | -0.0555555555555556 | 1209 | 0 | 0.142857142857143 | -0.142857142857143 | 1210 | 0 | 0.142857142857143 | -0.142857142857143 | 1211 | 0 | 0.126009693053312 | -0.126009693053312 | 1212 | 0 | 0.528205128205128 | -0.528205128205128 | 1213 | 0 | 0.126009693053312 | -0.126009693053312 | 1214 | 0 | 0.126009693053312 | -0.126009693053312 | 1215 | 0 | 0.126009693053312 | -0.126009693053312 | 1216 | 0 | 0.126009693053312 | -0.126009693053312 | 1217 | 1 | 0.528205128205128 | 0.471794871794872 | 1218 | 0 | 0.126009693053312 | -0.126009693053312 | 1219 | 0 | 0.126009693053312 | -0.126009693053312 | 1220 | 0 | 0.126009693053312 | -0.126009693053312 | 1221 | 0 | 0.126009693053312 | -0.126009693053312 | 1222 | 0 | 0.126009693053312 | -0.126009693053312 | 1223 | 0 | 0.126009693053312 | -0.126009693053312 | 1224 | 1 | 0.528205128205128 | 0.471794871794872 | 1225 | 0 | 0.126009693053312 | -0.126009693053312 | 1226 | 0 | 0.126009693053312 | -0.126009693053312 | 1227 | 0 | 0.126009693053312 | -0.126009693053312 | 1228 | 0 | 0.528205128205128 | -0.528205128205128 | 1229 | 1 | 0.126009693053312 | 0.873990306946688 | 1230 | 0 | 0.126009693053312 | -0.126009693053312 | 1231 | 0 | 0.528205128205128 | -0.528205128205128 | 1232 | 0 | 0.528205128205128 | -0.528205128205128 | 1233 | 1 | 0.126009693053312 | 0.873990306946688 | 1234 | 1 | 0.126009693053312 | 0.873990306946688 | 1235 | 0 | 0.126009693053312 | -0.126009693053312 | 1236 | 0 | 0.126009693053312 | -0.126009693053312 | 1237 | 1 | 0.126009693053312 | 0.873990306946688 | 1238 | 0 | 0.126009693053312 | -0.126009693053312 | 1239 | 1 | 0.126009693053312 | 0.873990306946688 | 1240 | 0 | 0.126009693053312 | -0.126009693053312 | 1241 | 1 | 0.777777777777778 | 0.222222222222222 | 1242 | 0 | 0.126009693053312 | -0.126009693053312 | 1243 | 0 | 0.126009693053312 | -0.126009693053312 | 1244 | 0 | 0.126009693053312 | -0.126009693053312 | 1245 | 1 | 0.528205128205128 | 0.471794871794872 | 1246 | 0 | 0.126009693053312 | -0.126009693053312 | 1247 | 0 | 0.126009693053312 | -0.126009693053312 | 1248 | 1 | 0.528205128205128 | 0.471794871794872 | 1249 | 0 | 0.126009693053312 | -0.126009693053312 | 1250 | 0 | 0.126009693053312 | -0.126009693053312 | 1251 | 0 | 0.126009693053312 | -0.126009693053312 | 1252 | 0 | 0.126009693053312 | -0.126009693053312 | 1253 | 0 | 0.126009693053312 | -0.126009693053312 | 1254 | 0 | 0.777777777777778 | -0.777777777777778 | 1255 | 1 | 0.126009693053312 | 0.873990306946688 | 1256 | 0 | 0.126009693053312 | -0.126009693053312 | 1257 | 1 | 0.777777777777778 | 0.222222222222222 | 1258 | 1 | 0.528205128205128 | 0.471794871794872 | 1259 | 1 | 0.528205128205128 | 0.471794871794872 | 1260 | 0 | 0.126009693053312 | -0.126009693053312 | 1261 | 1 | 0.528205128205128 | 0.471794871794872 | 1262 | 1 | 0.528205128205128 | 0.471794871794872 | 1263 | 0 | 0.126009693053312 | -0.126009693053312 | 1264 | 0 | 0.126009693053312 | -0.126009693053312 | 1265 | 0 | 0.126009693053312 | -0.126009693053312 | 1266 | 0 | 0.528205128205128 | -0.528205128205128 | 1267 | 0 | 0.126009693053312 | -0.126009693053312 | 1268 | 0 | 0.528205128205128 | -0.528205128205128 | 1269 | 0 | 0.126009693053312 | -0.126009693053312 | 1270 | 0 | 0.126009693053312 | -0.126009693053312 | 1271 | 0 | 0.126009693053312 | -0.126009693053312 | 1272 | 0 | 0.126009693053312 | -0.126009693053312 | 1273 | 0 | 0.126009693053312 | -0.126009693053312 | 1274 | 0 | 0.528205128205128 | -0.528205128205128 | 1275 | 0 | 0.126009693053312 | -0.126009693053312 | 1276 | 0 | 0.126009693053312 | -0.126009693053312 | 1277 | 0 | 0.528205128205128 | -0.528205128205128 | 1278 | 1 | 0.126009693053312 | 0.873990306946688 | 1279 | 0 | 0.126009693053312 | -0.126009693053312 | 1280 | 0 | 0.528205128205128 | -0.528205128205128 | 1281 | 0 | 0.126009693053312 | -0.126009693053312 | 1282 | 0 | 0.126009693053312 | -0.126009693053312 | 1283 | 0 | 0.126009693053312 | -0.126009693053312 | 1284 | 0 | 0.126009693053312 | -0.126009693053312 | 1285 | 0 | 0.126009693053312 | -0.126009693053312 | 1286 | 0 | 0.126009693053312 | -0.126009693053312 | 1287 | 1 | 0.528205128205128 | 0.471794871794872 | 1288 | 0 | 0.126009693053312 | -0.126009693053312 | 1289 | 0 | 0.126009693053312 | -0.126009693053312 | 1290 | 0 | 0.126009693053312 | -0.126009693053312 | 1291 | 1 | 0.528205128205128 | 0.471794871794872 | 1292 | 0 | 0.126009693053312 | -0.126009693053312 | 1293 | 0 | 0.126009693053312 | -0.126009693053312 | 1294 | 0 | 0.126009693053312 | -0.126009693053312 | 1295 | 0 | 0.126009693053312 | -0.126009693053312 | 1296 | 0 | 0.126009693053312 | -0.126009693053312 | 1297 | 0 | 0.126009693053312 | -0.126009693053312 | 1298 | 0 | 0.777777777777778 | -0.777777777777778 | 1299 | 0 | 0.126009693053312 | -0.126009693053312 | 1300 | 0 | 0.126009693053312 | -0.126009693053312 | 1301 | 1 | 0.528205128205128 | 0.471794871794872 | 1302 | 0 | 0.126009693053312 | -0.126009693053312 | 1303 | 0 | 0.126009693053312 | -0.126009693053312 | 1304 | 0 | 0.126009693053312 | -0.126009693053312 | 1305 | 0 | 0.528205128205128 | -0.528205128205128 | 1306 | 0 | 0.528205128205128 | -0.528205128205128 | 1307 | 0 | 0.126009693053312 | -0.126009693053312 | 1308 | 0 | 0.126009693053312 | -0.126009693053312 | 1309 | 0 | 0.126009693053312 | -0.126009693053312 |
| | Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn/2igia1292590550.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn/2igia1292590550.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn/3igia1292590550.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn/3igia1292590550.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn/4s7hd1292590550.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292590980qbgm8b5bfn66gpn/4s7hd1292590550.ps (open in new window) |
| | Parameters (Session): | par1 = 2 ; par2 = none ; par3 = 3 ; par4 = no ; | | Parameters (R input): | par1 = 2 ; par2 = none ; par3 = 3 ; par4 = no ; | | R code (references can be found in the software module): | library(party)
library(Hmisc)
par1 <- as.numeric(par1)
par3 <- as.numeric(par3)
x <- data.frame(t(y))
is.data.frame(x)
x <- x[!is.na(x[,par1]),]
k <- length(x[1,])
n <- length(x[,1])
colnames(x)[par1]
x[,par1]
if (par2 == 'kmeans') {
cl <- kmeans(x[,par1], par3)
print(cl)
clm <- matrix(cbind(cl$centers,1:par3),ncol=2)
clm <- clm[sort.list(clm[,1]),]
for (i in 1:par3) {
cl$cluster[cl$cluster==clm[i,2]] <- paste('C',i,sep='')
}
cl$cluster <- as.factor(cl$cluster)
print(cl$cluster)
x[,par1] <- cl$cluster
}
if (par2 == 'quantiles') {
x[,par1] <- cut2(x[,par1],g=par3)
}
if (par2 == 'hclust') {
hc <- hclust(dist(x[,par1])^2, 'cen')
print(hc)
memb <- cutree(hc, k = par3)
dum <- c(mean(x[memb==1,par1]))
for (i in 2:par3) {
dum <- c(dum, mean(x[memb==i,par1]))
}
hcm <- matrix(cbind(dum,1:par3),ncol=2)
hcm <- hcm[sort.list(hcm[,1]),]
for (i in 1:par3) {
memb[memb==hcm[i,2]] <- paste('C',i,sep='')
}
memb <- as.factor(memb)
print(memb)
x[,par1] <- memb
}
if (par2=='equal') {
ed <- cut(as.numeric(x[,par1]),par3,labels=paste('C',1:par3,sep=''))
x[,par1] <- as.factor(ed)
}
table(x[,par1])
colnames(x)
colnames(x)[par1]
x[,par1]
if (par2 == 'none') {
m <- ctree(as.formula(paste(colnames(x)[par1],' ~ .',sep='')),data = x)
}
load(file='createtable')
if (par2 != 'none') {
m <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data = x)
if (par4=='yes') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'10-Fold Cross Validation',3+2*par3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
a<-table.element(a,'Prediction (training)',par3+1,TRUE)
a<-table.element(a,'Prediction (testing)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Actual',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
a<-table.row.end(a)
for (i in 1:10) {
ind <- sample(2, nrow(x), replace=T, prob=c(0.9,0.1))
m.ct <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data =x[ind==1,])
if (i==1) {
m.ct.i.pred <- predict(m.ct, newdata=x[ind==1,])
m.ct.i.actu <- x[ind==1,par1]
m.ct.x.pred <- predict(m.ct, newdata=x[ind==2,])
m.ct.x.actu <- x[ind==2,par1]
} else {
m.ct.i.pred <- c(m.ct.i.pred,predict(m.ct, newdata=x[ind==1,]))
m.ct.i.actu <- c(m.ct.i.actu,x[ind==1,par1])
m.ct.x.pred <- c(m.ct.x.pred,predict(m.ct, newdata=x[ind==2,]))
m.ct.x.actu <- c(m.ct.x.actu,x[ind==2,par1])
}
}
print(m.ct.i.tab <- table(m.ct.i.actu,m.ct.i.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.i.tab[i,i] / sum(m.ct.i.tab[i,]))
numer <- numer + m.ct.i.tab[i,i]
}
print(m.ct.i.cp <- numer / sum(m.ct.i.tab))
print(m.ct.x.tab <- table(m.ct.x.actu,m.ct.x.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.x.tab[i,i] / sum(m.ct.x.tab[i,]))
numer <- numer + m.ct.x.tab[i,i]
}
print(m.ct.x.cp <- numer / sum(m.ct.x.tab))
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (jjj in 1:par3) a<-table.element(a,m.ct.i.tab[i,jjj])
a<-table.element(a,round(m.ct.i.tab[i,i]/sum(m.ct.i.tab[i,]),4))
for (jjj in 1:par3) a<-table.element(a,m.ct.x.tab[i,jjj])
a<-table.element(a,round(m.ct.x.tab[i,i]/sum(m.ct.x.tab[i,]),4))
a<-table.row.end(a)
}
a<-table.row.start(a)
a<-table.element(a,'Overall',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.i.cp,4))
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.x.cp,4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
}
}
m
bitmap(file='test1.png')
plot(m)
dev.off()
bitmap(file='test1a.png')
plot(x[,par1] ~ as.factor(where(m)),main='Response by Terminal Node',xlab='Terminal Node',ylab='Response')
dev.off()
if (par2 == 'none') {
forec <- predict(m)
result <- as.data.frame(cbind(x[,par1],forec,x[,par1]-forec))
colnames(result) <- c('Actuals','Forecasts','Residuals')
print(result)
}
if (par2 != 'none') {
print(cbind(as.factor(x[,par1]),predict(m)))
myt <- table(as.factor(x[,par1]),predict(m))
print(myt)
}
bitmap(file='test2.png')
if(par2=='none') {
op <- par(mfrow=c(2,2))
plot(density(result$Actuals),main='Kernel Density Plot of Actuals')
plot(density(result$Residuals),main='Kernel Density Plot of Residuals')
plot(result$Forecasts,result$Actuals,main='Actuals versus Predictions',xlab='Predictions',ylab='Actuals')
plot(density(result$Forecasts),main='Kernel Density Plot of Predictions')
par(op)
}
if(par2!='none') {
plot(myt,main='Confusion Matrix',xlab='Actual',ylab='Predicted')
}
dev.off()
if (par2 == 'none') {
detcoef <- cor(result$Forecasts,result$Actuals)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goodness of Fit',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Correlation',1,TRUE)
a<-table.element(a,round(detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'R-squared',1,TRUE)
a<-table.element(a,round(detcoef*detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'RMSE',1,TRUE)
a<-table.element(a,round(sqrt(mean((result$Residuals)^2)),4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Actuals, Predictions, and Residuals',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#',header=TRUE)
a<-table.element(a,'Actuals',header=TRUE)
a<-table.element(a,'Forecasts',header=TRUE)
a<-table.element(a,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(result$Actuals)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,result$Actuals[i])
a<-table.element(a,result$Forecasts[i])
a<-table.element(a,result$Residuals[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
}
if (par2 != 'none') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Confusion Matrix (predicted in columns / actuals in rows)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
for (i in 1:par3) {
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
}
a<-table.row.end(a)
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (j in 1:par3) {
a<-table.element(a,myt[i,j])
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}
| |
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