=== Run information === Scheme: weka.classifiers.functions.MultilayerPerceptron -L 0.2 -M 0.2 -N 5000 -V 0 -S 0 -E 20 -H a -R -num-decimal-places 3 -batch-size 150 Relation: zse_export_DDJH-R-A-features Instances: 2196 Attributes: 7 rsi mfi ema so macd sl cl_p Test mode: split 70.0% train, remainder test === Classifier model (full training set) === Linear Node 0 Inputs Weights Threshold 1.3598481955387627 Node 1 -1.0739049172906883 Node 2 -0.5809178066558016 Node 3 -1.5428924795446026 Sigmoid Node 1 Inputs Weights Threshold -2.495753586177866 Attrib rsi -0.8254577721635662 Attrib mfi 0.26665661843132 Attrib ema -2.626830030072627 Attrib so -0.25172018543898483 Attrib macd 0.5668932376069484 Attrib sl -0.7557793387468105 Sigmoid Node 2 Inputs Weights Threshold -0.771865307263261 Attrib rsi 1.6974048974460505 Attrib mfi -0.5295421803671924 Attrib ema -0.62464975013156 Attrib so 0.38831994692429256 Attrib macd -1.45271919154534 Attrib sl 1.9967893594762465 Sigmoid Node 3 Inputs Weights Threshold 0.8384023532927947 Attrib rsi -1.292818542078451 Attrib mfi 0.10010470585367608 Attrib ema -2.284520151921815 Attrib so -0.040560439702088225 Attrib macd 0.15245561000057065 Attrib sl -0.16203120916568345 Class Input Node 0 Time taken to build model: 36.86 seconds === Predictions on test split === inst# actual predicted error 1 37 28.864 -8.136 2 37.49 33.319 -4.171 3 36.9 33.312 -3.588 4 34 32.615 -1.385 5 34.7 29.424 -5.276 6 34.5 29.894 -4.606 7 26.5 29.188 2.688 8 25.77 25.64 -0.13 9 25.99 24.996 -0.994 10 25.8 24.391 -1.409 11 26.01 23.663 -2.347 12 27.24 23.218 -4.022 13 26.26 24.292 -1.968 14 26.52 23.173 -3.347 15 27.23 22.89 -4.34 16 27.2 23.103 -4.097 17 28 22.567 -5.433 18 27.99 22.473 -5.517 19 27.46 21.891 -5.569 20 30.15 21.25 -8.9 21 34.2 23.219 -10.981 22 37.04 26.561 -10.479 23 39.5 28.219 -11.281 24 37 30.417 -6.583 25 35.05 29.178 -5.872 26 34.59 28.583 -6.007 27 39.97 28.909 -11.061 28 39.77 33.064 -6.706 29 39 33.737 -5.263 30 41.4 34.141 -7.259 31 39.24 36.591 -2.649 32 37.8 35.952 -1.848 33 37 35.861 -1.139 34 36.11 35.847 -0.263 35 37.9 35.187 -2.713 36 36.51 35.541 -0.969 37 36 33.53 -2.47 38 36 32.551 -3.449 39 35 32.219 -2.781 40 35 31.032 -3.968 41 41.3 31.062 -10.238 42 42.55 36.552 -5.998 43 43.8 37.096 -6.704 44 47.4 38.1 -9.3 45 48.5 41.413 -7.087 46 47.5 41.931 -5.569 47 52 40.799 -11.201 48 51.1 45.275 -5.825 49 49.4 44.258 -5.142 50 49 42.709 -6.291 51 48.5 43.577 -4.923 52 47.7 44.48 -3.22 53 47.2 45.1 -2.1 54 46.73 45.939 -0.791 55 46.51 46.69 0.18 56 46.9 46.725 -0.175 57 48 46.856 -1.144 58 45 47.636 2.636 59 43.85 43.916 0.066 60 43.5 41.928 -1.572 61 41.51 40.898 -0.612 62 40 38.913 -1.087 63 40.64 37.484 -3.156 64 42.5 36.974 -5.526 65 45.2 37.686 -7.514 66 44.23 39.603 -4.627 67 42.01 38.423 -3.587 68 42.3 36.732 -5.568 69 43 36.873 -6.127 70 43.7 37.272 -6.428 71 43.03 37.963 -5.067 72 42.05 37.422 -4.628 73 42.5 37.008 -5.492 74 42 37.887 -4.113 75 43.7 37.9 -5.8 76 44.74 40.118 -4.622 77 44.02 41.659 -2.361 78 44.29 41.156 -3.134 79 43 41.335 -1.665 80 42 39.76 -2.24 81 41.3 38.352 -2.948 82 42.99 37.26 -5.73 83 42 39.874 -2.126 84 41.82 38.648 -3.172 85 41 38.417 -2.583 86 42.49 37.129 -5.361 87 42.5 39.129 -3.371 88 42.1 38.897 -3.203 89 43 38.084 -4.916 90 41.4 39.003 -2.397 91 40.65 36.748 -3.902 92 41.51 35.794 -5.716 93 42 36.645 -5.355 94 42 37.205 -4.795 95 41.79 37.219 -4.571 96 41.1 37.259 -3.841 97 41.98 36.375 -5.605 98 43.17 37.747 -5.423 99 43.97 38.817 -5.153 100 42.44 40.176 -2.264 101 41.26 38.113 -3.147 102 41.7 36.728 -4.972 103 42 37.257 -4.743 104 41.42 37.602 -3.818 105 41.03 37.021 -4.009 106 41.1 36.632 -4.468 107 41.06 36.749 -4.311 108 41 36.621 -4.379 109 40.15 36.629 -3.521 110 37.4 35.369 -2.031 111 39.25 33.363 -5.887 112 38.5 35.577 -2.923 113 37.12 34.477 -2.643 114 37.7 32.499 -5.201 115 38 32.986 -5.014 116 38 33.074 -4.926 117 40 32.951 -7.049 118 37.6 35.081 -2.519 119 35.74 32.347 -3.393 120 36 30.53 -5.47 121 35.54 30.593 -4.947 122 35 29.905 -5.095 123 34.1 28.842 -5.258 124 35.03 28.014 -7.016 125 36.75 30.041 -6.709 126 37 32.298 -4.702 127 36.04 32.889 -3.151 128 37 32.016 -4.984 129 36.9 32.89 -4.01 130 37.99 32.559 -5.431 131 40 33.545 -6.455 132 43.65 35.184 -8.466 133 43.8 38.46 -5.34 134 46.98 38.53 -8.45 135 44.9 42.296 -2.604 136 45.09 39.366 -5.724 137 41 40.392 -0.608 138 39.01 37.041 -1.969 139 36.57 36.039 -0.531 140 24.7 33.677 8.977 141 23.18 29.151 5.971 142 24.44 29.404 4.964 143 23.5 30.398 6.898 144 22 29.532 7.532 145 23 28.481 5.481 146 23.99 27.875 3.885 147 23 26.385 3.385 148 23 24.201 1.201 149 23.16 21.66 -1.5 150 23 19.437 -3.563 151 23.11 17.268 -5.842 152 20.55 15.756 -4.794 153 21.74 15.157 -6.583 154 24.33 15.152 -9.178 155 26 17.552 -8.448 156 28.5 19.567 -8.933 157 32.88 20.705 -12.175 158 33 23.577 -9.423 159 32.01 24.546 -7.464 160 32.01 25.025 -6.985 161 32.95 25.805 -7.145 162 32.2 27.299 -4.901 163 32.95 27.572 -5.378 164 32.15 28.945 -3.205 165 30 29.152 -0.848 166 36 27.971 -8.029 167 35.58 32.466 -3.114 168 36 32.33 -3.67 169 37.7 33.134 -4.566 170 38.93 34.161 -4.769 171 37 35.133 -1.867 172 39.9 32.642 -7.258 173 41.08 34.893 -6.187 174 41.4 35.915 -5.485 175 42.98 36.419 -6.561 176 41.5 38.895 -2.605 177 41.35 36.615 -4.735 178 40 37.255 -2.745 179 37.56 35.969 -1.591 180 37.33 34.458 -2.872 181 37.2 34.361 -2.839 182 35.07 34.034 -1.036 183 35.25 32.204 -3.046 184 36.5 32.774 -3.726 185 37.11 33.531 -3.579 186 38 34.005 -3.995 187 38.35 34.61 -3.74 188 37.8 34.631 -3.169 189 37.5 33.581 -3.919 190 36.26 32.507 -3.753 191 37 30.919 -6.081 192 34.45 31.313 -3.137 193 36.05 28.927 -7.123 194 39.31 30.539 -8.771 195 39 34.129 -4.871 196 38 34.019 -3.981 197 36 33.579 -2.421 198 36.2 32.108 -4.092 199 35.6 32.754 -2.846 200 35.5 32.307 -3.193 201 33.33 32.186 -1.144 202 33.25 29.953 -3.297 203 31.61 29.72 -1.89 204 31.5 29.04 -2.46 205 31.6 28.919 -2.681 206 32.01 28.686 -3.324 207 32.8 28.883 -3.917 208 32.5 29.301 -3.199 209 32.27 28.326 -3.944 210 33.38 27.752 -5.628 211 32.91 28.104 -4.806 212 34.81 27.719 -7.091 213 34.9 29.687 -5.213 214 35.9 29.876 -6.024 215 35 30.815 -4.185 216 34.89 30.048 -4.842 217 34.01 30.143 -3.867 218 33.39 29.52 -3.87 219 34 28.897 -5.103 220 33.75 29.981 -3.769 221 33.65 29.926 -3.724 222 34.33 29.826 -4.504 223 36.24 31 -5.24 224 35.48 33.879 -1.601 225 34.99 32.591 -2.399 226 35.48 31.732 -3.748 227 33.81 32.218 -1.592 228 36.25 29.445 -6.805 229 36.6 32.137 -4.463 230 35.01 31.973 -3.037 231 34.5 29.831 -4.669 232 34.15 29.241 -4.909 233 34.52 28.931 -5.589 234 36.35 29.281 -7.069 235 34.3 31.873 -2.427 236 34.22 29.179 -5.041 237 34.19 29.034 -5.156 238 35.37 28.845 -6.525 239 34 30.263 -3.737 240 33.01 28.804 -4.206 241 32.95 27.764 -5.186 242 33.22 27.755 -5.465 243 33.21 27.976 -5.234 244 33.02 28.324 -4.696 245 33 27.99 -5.01 246 32.34 28.261 -4.079 247 32.98 27.259 -5.721 248 31.51 28.165 -3.345 249 32 26.745 -5.255 250 32.3 27.354 -4.946 251 31.72 27.6 -4.12 252 31.25 26.708 -4.542 253 30.62 26.141 -4.479 254 30 25.735 -4.265 255 28.5 26.394 -2.106 256 29 24.542 -4.458 257 28.54 25.139 -3.401 258 28.5 24.418 -4.082 259 28.6 24.099 -4.501 260 28.5 23.814 -4.686 261 29 23.46 -5.54 262 29.4 24.128 -5.272 263 29.5 24.424 -5.076 264 29.55 24.518 -5.032 265 28.82 24.444 -4.376 266 28.2 23.371 -4.829 267 28.85 22.293 -6.557 268 26.25 23.785 -2.465 269 25.82 21.213 -4.607 270 26.87 21.052 -5.818 271 26.94 22.426 -4.514 272 25.83 22.439 -3.391 273 26.95 21.121 -5.829 274 25.5 22.718 -2.782 275 26.74 21.198 -5.542 276 25.35 22.368 -2.982 277 24 20.852 -3.148 278 24 20.488 -3.512 279 24.66 20.278 -4.382 280 25.49 20.524 -4.966 281 23.83 21.209 -2.621 282 23.86 19.58 -4.28 283 23.97 19.606 -4.364 284 24.01 19.634 -4.376 285 23.7 19.667 -4.033 286 22.65 19.126 -3.524 287 23 18.286 -4.714 288 22.99 18.541 -4.449 289 23 18.406 -4.594 290 23.95 18.283 -5.667 291 23 19.698 -3.302 292 22.94 18.502 -4.438 293 24 18.155 -5.845 294 23.26 19.674 -3.586 295 24.1 18.616 -5.484 296 23.3 19.685 -3.615 297 23.5 18.596 -4.904 298 23.5 18.852 -4.648 299 22.55 19.12 -3.43 300 23.21 17.928 -5.282 301 22.33 19.016 -3.314 302 21.75 17.727 -4.023 303 21.42 17.968 -3.452 304 22.88 17.639 -5.241 305 21.59 19.297 -2.293 306 21 17.701 -3.299 307 20.35 17.243 -3.107 308 20.8 16.998 -3.802 309 23.02 17.109 -5.911 310 27.5 19.029 -8.471 311 24.52 22.292 -2.228 312 26.8 18.951 -7.849 313 25.2 20.997 -4.203 314 25.5 19.459 -6.041 315 26.78 19.938 -6.842 316 26 21.255 -4.745 317 24.29 20.857 -3.433 318 24 19.991 -4.009 319 24 20.082 -3.918 320 23.25 20.546 -2.704 321 22.7 20.573 -2.127 322 23.49 20.647 -2.843 323 23 21.111 -1.889 324 24.85 20.737 -4.113 325 23.5 21.339 -2.161 326 24.79 20.092 -4.698 327 25 21.057 -3.943 328 25.02 21.097 -3.923 329 24.94 21.094 -3.846 330 24.5 20.879 -3.621 331 23.6 20.068 -3.532 332 23.07 18.908 -4.162 333 23.04 18.406 -4.634 334 22.58 18.418 -4.162 335 22.19 18.045 -4.145 336 22.5 18.029 -4.471 337 22.56 18.421 -4.139 338 22.75 18.622 -4.128 339 23 18.743 -4.257 340 22.9 19.09 -3.81 341 22.8 18.735 -4.065 342 21.83 18.559 -3.271 343 22.01 17.382 -4.628 344 21.82 17.332 -4.488 345 21.93 16.927 -5.003 346 21.89 16.883 -5.007 347 21.8 16.767 -5.033 348 21.9 16.708 -5.192 349 21.96 16.925 -5.035 350 22.68 16.969 -5.711 351 22.1 18.788 -3.312 352 22.1 17.367 -4.733 353 21.79 17.375 -4.415 354 22.55 16.542 -6.008 355 22.13 18.438 -3.692 356 22.33 17.295 -5.035 357 23.01 17.849 -5.161 358 22.34 19.602 -2.738 359 22.27 17.954 -4.316 360 22.5 17.907 -4.593 361 22.25 18.472 -3.778 362 21.79 17.963 -3.827 363 21.65 17.397 -4.253 364 22.48 17.171 -5.309 365 21.99 18.853 -3.137 366 21.61 18.039 -3.571 367 22.5 17.105 -5.395 368 22.87 19.329 -3.541 369 21.68 20.421 -1.259 370 21.82 17.347 -4.473 371 22 17.568 -4.432 372 22.45 17.937 -4.513 373 21.9 19.026 -2.874 374 21.9 17.553 -4.347 375 21.5 17.552 -3.948 376 22 16.61 -5.39 377 21.31 17.722 -3.588 378 21.31 16.191 -5.119 379 21 16.626 -4.374 380 20.76 16.064 -4.696 381 20.53 16.014 -4.516 382 20.66 15.971 -4.689 383 20.8 16.08 -4.72 384 22.3 16.268 -6.032 385 21.56 19.97 -1.59 386 21.72 17.854 -3.866 387 22.4 18.099 -4.301 388 23.29 19.292 -3.998 389 24.99 21.211 -3.779 390 24.21 23.4 -0.81 391 24.65 21.04 -3.61 392 23.33 22.047 -1.283 393 23.06 19.04 -4.02 394 23.73 18.905 -4.825 395 25 20.113 -4.887 396 24.95 22.51 -2.44 397 24.2 22.586 -1.614 398 24.85 21.325 -3.525 399 23.75 22.533 -1.217 400 22.7 20.591 -2.109 401 22.6 19.436 -3.164 402 23.61 18.907 -4.703 403 24.91 19.929 -4.981 404 24.8 22.145 -2.655 405 24.5 21.547 -2.953 406 25.24 20.882 -4.358 407 25.98 22.445 -3.535 408 26.76 23.861 -2.899 409 26.89 24.451 -2.439 410 24.41 24.695 0.285 411 26.22 19.523 -6.697 412 28.54 21.991 -6.549 413 29.17 24.729 -4.441 414 30.48 25.56 -4.92 415 29.99 27.709 -2.281 416 32.88 27.091 -5.789 417 31.16 30.565 -0.595 418 29.99 27.072 -2.918 419 29 26.03 -2.97 420 32.33 25.275 -7.055 421 31.18 28.853 -2.327 422 31.3 27.523 -3.777 423 32.32 28.14 -4.18 424 31.1 29.588 -1.512 425 30.49 28.483 -2.007 426 30.33 28.174 -2.156 427 32.97 27.814 -5.156 428 33.11 30.862 -2.248 429 34.8 31.165 -3.635 430 34.1 32.716 -1.384 431 35.3 31.285 -4.015 432 36.49 32.91 -3.58 433 35.32 34.503 -0.817 434 35.33 32.176 -3.154 435 34.5 32.474 -2.026 436 35.5 31.084 -4.416 437 34.52 32.646 -1.874 438 34.9 31.223 -3.677 439 35.93 32.17 -3.76 440 35.03 33.913 -1.117 441 36 32.861 -3.139 442 36 34.236 -1.764 443 37.85 34.348 -3.502 444 39.15 37.035 -2.115 445 37.05 38.217 1.167 446 36.5 33.573 -2.927 447 36.89 32.734 -4.156 448 37.5 33.378 -4.122 449 37.9 34.285 -3.615 450 37.84 35.122 -2.718 451 36.23 35.212 -1.018 452 36.52 32.597 -3.923 453 37 32.962 -4.038 454 37 33.686 -3.314 455 36.41 33.865 -2.545 456 36.55 32.856 -3.694 457 35.33 32.821 -2.509 458 36.28 31.131 -5.149 459 35.27 32.322 -2.948 460 35.01 30.763 -4.247 461 33.5 30.271 -3.229 462 35.93 29.359 -6.571 463 35.57 32.066 -3.504 464 34 31.458 -2.542 465 34 29.579 -4.421 466 34.1 29.508 -4.592 467 34.04 29.449 -4.591 468 31.51 29.28 -2.23 469 31.6 27.273 -4.327 470 32.87 27.459 -5.411 471 31.52 28.681 -2.839 472 32.1 27.191 -4.909 473 31.51 27.772 -3.738 474 30.7 27.032 -3.668 475 28.82 26.223 -2.597 476 30 26.078 -3.922 477 29.5 26.76 -2.74 478 29.24 26.146 -3.094 479 29.5 25.521 -3.979 480 37.65 25.414 -12.236 481 36 31.989 -4.011 482 34.53 29.571 -4.959 483 36.31 28.707 -7.603 484 36.94 30.152 -6.788 485 37.14 30.802 -6.338 486 38.2 31.39 -6.81 487 38.82 32.641 -6.179 488 39 33.692 -5.308 489 40.1 34.296 -5.804 490 42 36.22 -5.78 491 42.83 38.75 -4.08 492 46.18 40.59 -5.59 493 46 44.235 -1.765 494 45 44.875 -0.125 495 44.6 42.888 -1.712 496 44.99 42.406 -2.584 497 44.44 43.41 -1.03 498 44.45 42.744 -1.706 499 43.31 43.197 -0.113 500 42.11 41.318 -0.792 501 42.07 39.929 -2.141 502 43 40.025 -2.975 503 42.5 41.102 -1.398 504 42.5 40.309 -2.191 505 42.15 39.898 -2.252 506 41.76 38.573 -3.187 507 40.53 37.516 -3.014 508 40.65 35.866 -4.784 509 41.05 35.585 -5.465 510 40.92 36.084 -4.836 511 41.78 35.58 -6.2 512 41.15 36.984 -4.166 513 41.01 35.835 -5.175 514 41 35.588 -5.412 515 40.3 35.76 -4.54 516 39.01 34.56 -4.45 517 38.97 33.592 -5.378 518 39.02 33.463 -5.557 519 40.1 33.384 -6.716 520 40.78 35.475 -5.305 521 39.25 36.985 -2.265 522 39.09 34.143 -4.947 523 39.52 34.055 -5.465 524 39.11 34.859 -4.251 525 39.72 34.05 -5.67 526 39.7 35.254 -4.446 527 41.24 34.968 -6.272 528 40.93 37.885 -3.045 529 40.9 37.146 -3.754 530 39.2 37.188 -2.012 531 39.9 33.988 -5.912 532 41.5 35.48 -6.02 533 42.32 38.497 -3.823 534 41.6 38.892 -2.708 535 41.05 37.698 -3.352 536 41.14 36.95 -4.19 537 41.1 37.251 -3.849 538 42 37.318 -4.682 539 42.15 38.914 -3.236 540 41.8 39.253 -2.547 541 41.5 38.601 -2.899 542 41.26 37.964 -3.296 543 41.11 37.604 -3.506 544 41.16 37.31 -3.85 545 41.16 37.384 -3.776 546 41.2 37.349 -3.851 547 41 37.382 -3.618 548 43.49 36.413 -7.077 549 42.03 42.615 0.585 550 42.6 38.253 -4.347 551 42 39.341 -2.659 552 41.32 38.054 -3.266 553 41.89 36.352 -5.538 554 43 37.577 -5.423 555 42.5 39.439 -3.061 556 44.49 38.546 -5.944 557 43.8 42.39 -1.41 558 45.6 40.639 -4.961 559 46.4 43.587 -2.813 560 48.79 44.855 -3.935 561 51.48 48.636 -2.844 562 52 52.382 0.382 563 54 52.951 -1.049 564 52.05 55.623 3.573 565 51.5 49.483 -2.017 566 49.11 48.946 -0.164 567 47.41 45.71 -1.7 568 48.53 44.623 -3.907 569 50.99 45.945 -5.045 570 49.85 48.613 -1.237 571 50.33 47.667 -2.663 572 52.9 48.482 -4.418 573 51.55 50.937 -0.613 574 51.39 49.083 -2.307 575 51 48.731 -2.269 576 50.99 47.66 -3.33 577 48.5 47.271 -1.229 578 46.7 43.787 -2.913 579 46.9 42.145 -4.755 580 47 42.152 -4.848 581 47.26 42.422 -4.838 582 47.3 42.807 -4.493 583 47.5 43.097 -4.403 584 48.5 43.181 -5.319 585 47.77 44.088 -3.682 586 48.33 43.098 -5.232 587 49.2 43.312 -5.888 588 48.44 44.192 -4.248 589 51.45 43.078 -8.372 590 50.9 47.103 -3.797 591 50.7 46.434 -4.266 592 50.6 46.686 -3.914 593 49.51 46.933 -2.577 594 49.45 45.803 -3.647 595 49.47 46.115 -3.355 596 51.35 46.346 -5.004 597 50.76 49.014 -1.746 598 50.09 48.278 -1.812 599 52.1 47.412 -4.688 600 52.2 50.118 -2.082 601 51.62 50.482 -1.138 602 51.51 49.433 -2.077 603 52.88 49.353 -3.527 604 52.9 50.969 -1.931 605 52.8 50.847 -1.953 606 51.57 50.564 -1.006 607 51.1 48.025 -3.075 608 51.5 47.418 -4.082 609 51.5 48.038 -3.462 610 50.71 48.231 -2.479 611 52 46.893 -5.107 612 51 48.895 -2.105 613 51 47.384 -3.616 614 50.12 47.285 -2.835 615 51.93 45.877 -6.053 616 50.48 48.421 -2.059 617 49.85 46.355 -3.495 618 49.85 45.22 -4.63 619 48.53 45.059 -3.471 620 49.3 43.356 -5.944 621 49.25 45.15 -4.1 622 47 44.931 -2.069 623 46 42.233 -3.767 624 46.06 41.089 -4.971 625 48.5 40.997 -7.503 626 50.49 44.244 -6.246 627 48.6 46.235 -2.365 628 48.11 44.162 -3.948 629 48.1 43.678 -4.422 630 48 43.442 -4.558 631 47.3 43.276 -4.024 632 47.03 42.564 -4.466 633 47.05 42.017 -5.033 634 48 41.971 -6.029 635 47.22 43.466 -3.754 636 47.37 42.647 -4.723 637 47.65 43.047 -4.603 638 48.8 43.601 -5.199 639 47.55 45.432 -2.118 640 48.01 43.024 -4.986 641 48.78 43.593 -5.187 642 48 45.145 -2.855 643 47.45 43.659 -3.791 644 47.18 42.483 -4.697 645 47.44 42.594 -4.846 646 46.79 43.019 -3.771 647 45.72 41.998 -3.722 648 45.55 40.561 -4.989 649 45.57 40.25 -5.32 650 45 40.195 -4.805 651 44.86 39.507 -5.353 652 44.82 39.164 -5.656 653 45.15 38.94 -6.21 654 45.5 39.439 -6.061 655 44.71 40.007 -4.703 656 44.7 38.55 -6.15 657 44.3 38.252 -6.048 658 46 37.807 -8.193 659 46 40.973 -5.027 === Evaluation on test split === Time taken to test model on test split: 0.4 seconds === Summary === Correlation coefficient 0.9707 Mean absolute error 4.1583 Root mean squared error 4.5574 Relative absolute error 15.607 % Root relative squared error 16.1865 % Total Number of Instances 659