svm.rar_Only_SVM_svm simple

% x = [0.5 0.5 % 0.5 1.0 % 1. 1.5 % 1.5 0.5 % 1.5 2.0 % 2.0 1.0 % 2.5 2.0 % 2.5 2.5 ]; % emoarr=[-35.283 -35.838 -39.320 -36.399 -37.045 -40.404 -35.323 -39.673 -37.345 -36.834 -40.187 -35.556 -36.804 -38.280 -44.062 -46.525 -41.798 -38.022 -43.482 -55.137 -41.366 -43.782 -39.586 -41.620 -42.320 -45.927 -43.335 -43.361 -41.834 -46.079 -45.823 -38.815 -42.175 -31.032 -40.633 -42.867 -39.630 -40.647 -37.542 -33.943 -30.617 -38.836 -37.685 -35.172 -39.662 -38.560 -38.289 -38.485 -40.245 -39.295 -43.754 -38.477 -41.898 -41.914 -38.529 -39.436 -40.708 -39.792 -41.474 -41.557 -35.548 -38.288 -37.731 -39.810 -34.668 -38.530 -36.372 -38.910 -35.667 -37.631 -38.018 -31.730 -33.699 -33.764 -29.956 -36.175 -33.515 -33.209 -35.401 -35.583 -35.446 -32.632 -34.714 -40.367 -37.429 -42.542 -41.821 -40.143 -44.509 -39.839 -39.317 -36.782 -40.975 -39.023 -39.990 -43.214 -44.503 -39.354 -39.729 -46.556 -44.626 -44.277 -42.699 -42.621 -45.373 -42.490 -36.561 -40.219 -41.304 -38.093 -39.299 -40.859 -42.524 -37.506 -41.408 -40.113 -39.607 -33.147 -40.331 -41.172 -36.073 -43.930 -43.380 -41.042 -41.157 -40.722 -34.397 -25.646 -25.303 -25.060 -25.494 -28.230 -29.370 -25.124 -19.535 -20.450 -20.422 -19.076 -20.579 -20.913 -22.311 -23.812 -21.687 -18.873 -17.411 -19.928 -19.415 -23.991 -23.579 -25.148 -24.379 -28.110 -23.626 -27.483 -26.893 -25.908 -22.254 -26.525 -23.586 -26.532 -26.761 -17.508 -18.652 -16.820 -16.278 -16.990 -24.140 -24.448 -25.807 -25.087 -26.483 -23.767 -23.745 -25.746 -22.035 -26.111 -22.601 -23.941 -25.229 -26.643 -21.507 -16.955 -17.761 -16.557 -17.097 -17.590 -22.433 -20.878 -21.199 -32.301 -32.478 -37.192 -31.606 -28.244 -32.205 -30.328 -27.693 -29.874 -34.748 -33.391 -32.613 -31.404 -31.675 -33.461 -38.432 -35.935 -31.152 -39.159 -40.028 -38.982 -37.848 -36.289 -33.950 -33.376 -34.797 -35.814 -42.745 -37.969 -38.589 -37.638 -33.144 -36.545 -36.420 -39.235 -34.668 -37.277 -31.781 -35.327 -33.738 -28.195 -30.496 -33.214 -30.034 -26.168 -29.993 -35.338 -40.667 -41.311 -37.231 -36.544 -40.166 -37.153 -41.275 -37.363 -32.473 -34.622 -38.214 -31.606 -35.786 -30.932 -41.033 -36.569 -35.589 -40.520 -40.934 -36.580 -43.682 -41.329 -40.703 -36.794]; % emolable=[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1] ; % emolable= [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1] ; % emoarr = [-25.646 -25.303 -25.060 -25.494 -28.230 -29.370 -25.124 -19.535 -20.450 -20.422 -19.076 -20.579 -20.913 -22.311 -23.812 -21.687 -18.873 -17.411 -19.928 -19.415 -23.991 -23.579 -25.148 -24.379 -28.110 -23.626 -27.483 -26.893 -25.908 -22.254 -26.525 -23.586 -26.532 -26.761 -17.508 -18.652 -16.820 -16.278 -16.990 -24.140 -24.448 -25.807 -25.087 -26.483 -23.767 -23.745 -25.746 -22.035 -26.111 -22.601 -23.941 -25.229 -26.643 -21.507 -16.955 -17.761 -16.557 -17.097 -17.590 -22.433 -20.878 -21.199 -32.301 -32.478 -37.192 -31.606 -28.244 -32.205 -30.328 -27.693 -29.874 -34.748 -33.391 -32.613 -31.404 -31.675 -33.461 -38.432 -35.935 -31.152 -39.159 -40.028 -38.982 -37.848 -36.289 -33.950 -33.376 -34.797 -35.814 -42.745 -37.969 -38.589 -37.638 -33.144 -36.545 -36.420 -39.235 -34.668 -37.277 -31.781 -35.327 -33.738 -28.195 -30.496 -33.214 -30.034 -26.168 -29.993 -35.338 -40.667 -41.311 -37.231 -36.544 -40.166 -37.153 -41.275 -37.363 -32.473 -34.622 -38.214 -31.606 -35.786 -30.932 -41.033 -36.569 -35.589 -40.520 -40.934 -36.580 -43.682 -41.329 -40.703 -36.794] ; % load emodb.mat % D = [-1 -1 -1 -1 1 1 1 1 ]' x = [ 0.3419 0.0026 0.0017 1.253 0.0048 0.0062 0.5204 0.0031 0.0023 1.2978 0.0047 0.0114 1.3411 0.0047 0.0065 0.9636 0.0035 0.0061 0.4728 0.0029 0.0026 1.1627 0.0042 0.0075 3.5682 0.011 0.0289 0.5594 0.0032 0.0025 1.0681 0.0039 0.0055 0.5817 0.0027 0.0042 1.2115 0.0042 0.0083 1.0378 0.0039 0.0051 0.6706 0.0034 0.0037 0.5402 0.0024 0.0027 0.6735 0.0028 0.004 0.6944 0.0035 0.0035 1.4353 0.005 0.0078 0.4838 0.0024 0.0026 0.3392 0.0028 0.0016 0.8562 0.0036 0.0043 0.9237 0.0039 0.0047 0.4799 0.003 0.0028 1.2024 0.0044 0.006 0.8331 0.0038 0.0035 0.3463 0.0027 0.0017 1.0758 0.0042 0.0063 0.6787 0.0031 0.0035 1.2685 0.0038 0.0131 2.056 0.0061 0.0119 0.5773 0.0028 0.0039 0.8618 0.0041 0.0043 1.0191 0.0042 0.0044 0.7127 0.0033 0.0058 0.3843 0.0029 0.0021 0.7663 0.0034 0.0042 0.4435 0.0024 0.0026 0.5198 0.0032 0.0025 0.4429 0.0024 0.0029 0.617 0.0032 0.0031 0.4933 0.0026 0.0029 0.6746 0.0039 0.0035 0.2524 0.0027 0.0017 0.5541 0.0028 0.004 0.5804 0.0028 0.0045 1.2729 0.0048 0.0054 0.9072 0.0038 0.0054 1.1475 0.0046 0.0072 0.7166 0.0035 0.0028 1.6865 0.0054 0.0122 1.4829 0.0051 0.0075 1.0592 0.0041 0.0055 1.0185 0.0043 0.0048 0.6898 0.0031 0.0039 1.0548 0.0037 0.0057 0.6669 0.0032 0.0036 0.883 0.0035 0.0048 0.9259 0.0038 0.0052 0.9973 0.0039 0.0058 1.5613 0.0052 0.0077 0.4878 0.0032 0.0028 1.8105 0.0063 0.0142 1.2537 0.0049 0.0064 0.4445 0.0031 0.0037 0.6028 0.0031 0.0031 0.654 0.0033 0.0034 0.7013 0.0032 0.0055 0.7246 0.0032 0.0038 1.1855 0.0041 0.0072 0.7297 0.0032 0.0034 0.9513 0.0036 0.0043 0.727 0.0044 0.0037 0.2453 0.0021 0.0019 0.7926 0.0036 0.0041 0.9262 0.004 0.0045 0.8146 0.0037 0.004 0.8207 0.0033 0.0058 0.4321 0.0038 0.0019 1.1115 0.0045 0.0062 0.7227 0.0033 0.0051 1.1404 0.0042 0.008 0.4449 0.0023 0.0028 1.0199 0.004 0.0061 0.9651 0.0039 0.0057 1.2481 0.0047 0.0055 1.3956 0.0046 0.009 1.1354 0.0041 0.0071 1.8404 0.0057 0.0145 1.3634 0.0043 0.0123 0.8555 0.0034 0.0055 0.4117 0.0028 0.0026 0.901 0.0038 0.0056 1.1632 0.0044 0.0059 0.4233 0.003 0.0038 0.7186 0.0035 0.0033 0.4415 0.0027 0.002 0.6342 0.0029 0.0035 1.0162 0.004 0.0054 1.4952 0.005 0.0094 2.4342 0.0062 0.0191 2.8086 0.0074 0.0221 2.4745 0.0065 0.0153 2.8022 0.0073 0.0284 2.8079 0.0073 0.0159 2.6158 0.0066 0.0231 2.4548 0.0064 0.0205 2.7075 0.007 0.0195 4.5105 0.0123 0.0408 2.4808 0.0065 0.0122 2.6696 0.0069 0.0159 2.4684 0.0062 0.0218 2.7325 0.007 0.0249 2.6417 0.0068 0.0165 2.5392 0.0066 0.0186 2.4406 0.0061 0.0214 2.4897 0.0063 0.0263 2.5649 0.0066 0.033 2.8661 0.0075 0.0173 2.4283 0.0061 0.0219 2.4161 0.0063 0.0168 2.5844 0.0067 0.0182 2.6342 0.0068 0.0194 2.4429 0.0063 0.0354 2.7488 0.0071 0.0157 2.6075 0.0068 0.0207 2.4163 0.0062 0.0209 2.6984 0.007 0.0221 2.5299 0.0064 0.029 2.7003 0.0068 0.0279 3.2313 0.0083 0.0239 2.4711 0.0063 0.0294 2.685 0.007 0.0159 2.6851 0.007 0.0133 2.5483 0.0065 0.0321 2.4394 0.0063 0.0207 2.5619 0.0066 0.0196 2.4221 0.0061 0.0321 2.4798 0.0065 0.0213 2.4355 0.0061 0.0256 2.5107 0.0065 0.0233 2.4429 0.0062 0.03 2.5767 0.0068 0.018 2.382 0.0062 0.038 2.4828 0.0063 0.0388 2.4819 0.0062 0.0433 2.791 0.0074 0.0146 2.6518 0.0068 0.0285 2.7705 0.0073 0.0212 2.5385 0.0066 0.0129 3.0154 0.0078 0.0289 2.8886 0.0076 0.0163 2.6786 0.007 0.0153 2.694 0.0071 0.0173 2.5352 0.0064 0.0259 2.658 0.0067 0.0209 2.5072 0.0064 0.0329 2.599 0.0066 0.0188 2.633 0.0068 0.021 2.6524 0.0068 0.0204 2.9311 0.0076 0.0173 2.4778 0.0065 0.0226 3.1495 0.0084 0.0301 2.798 0.0074 0.0214 2.3681 0.0062 0.0517 2.5072 0.0064 0.03 2.5325 0.0065 0.0215 2.5428 0.0065 0.0267 2.5443 0.0065 0.027 2.7372 0.0069 0.0189 2.5308 0.0065 0.0138 2.6227 0.0067 0.0216 2.6098 0.0071 0.0114 2.3733 0.006 0.0265 2.5741 0.0067 0.0182 2.6632 0.0069 0.0218 2.6