yola/pailuan/master/clf/clf_svm_linear_15features_201710118.txt

#include <stdlib.h>
#include <stdio.h>
#include <math.h>

int predict(float atts[]) {
    int i, j, k, d, l;
        
    int n_svs[] = {15, 89, 92, 11, 259, 257};
    double svs[723][15] = {{200.0, 2.0, 200.0, 207.0, 193.0, 162.0, 15.0, 148.0, 197.0, 137.0, 38.0, -13.0, 52.0, 10.0, 56.0}, {240.0, 2.0, 241.0, 245.0, 234.0, 204.0, 15.0, 194.0, 236.0, 182.0, 36.0, -13.0, 47.0, 9.0, 52.0}, {213.0, 2.0, 211.0, 223.0, 210.0, 174.0, 15.0, 163.0, 213.0, 152.0, 39.0, -13.0, 48.0, 10.0, 58.0}, {240.0, 2.0, 240.0, 247.0, 234.0, 202.0, 14.0, 186.0, 236.0, 182.0, 38.0, -12.0, 54.0, 11.0, 52.0}, {140.0, 3.0, 139.0, 150.0, 131.0, 112.0, 12.0, 102.0, 144.0, 84.0, 28.0, -9.0, 37.0, 6.0, 47.0}, {239.0, 2.0, 241.0, 246.0, 233.0, 203.0, 15.0, 189.0, 237.0, 179.0, 36.0, -13.0, 52.0, 9.0, 54.0}, {135.0, 2.0, 136.0, 144.0, 122.0, 110.0, 12.0, 101.0, 140.0, 80.0, 25.0, -10.0, 35.0, 4.0, 42.0}, {137.0, 2.0, 137.0, 147.0, 126.0, 110.0, 12.0, 128.0, 141.0, 88.0, 27.0, -10.0, 9.0, 6.0, 38.0}, {167.0, 2.0, 167.0, 177.0, 160.0, 142.0, 10.0, 137.0, 166.0, 119.0, 25.0, -8.0, 30.0, 11.0, 41.0}, {133.0, 2.0, 133.0, 142.0, 119.0, 106.0, 11.0, 97.0, 132.0, 87.0, 27.0, -9.0, 36.0, 10.0, 32.0}, {137.0, 3.0, 137.0, 148.0, 122.0, 109.0, 12.0, 102.0, 136.0, 88.0, 28.0, -9.0, 35.0, 12.0, 34.0}, {212.0, 3.0, 211.0, 223.0, 206.0, 173.0, 14.0, 196.0, 209.0, 153.0, 39.0, -11.0, 15.0, 14.0, 53.0}, {138.0, 3.0, 137.0, 149.0, 125.0, 112.0, 12.0, 100.0, 140.0, 90.0, 26.0, -9.0, 37.0, 9.0, 35.0}, {135.0, 2.0, 135.0, 142.0, 117.0, 108.0, 12.0, 98.0, 136.0, 83.0, 27.0, -10.0, 37.0, 6.0, 34.0}, {243.0, 1.0, 243.0, 249.0, 238.0, 206.0, 15.0, 229.0, 239.0, 182.0, 37.0, -14.0, 14.0, 10.0, 56.0}, {227.0, 7.0, 220.0, 243.0, 213.0, 187.0, 18.0, 169.0, 230.0, 164.0, 40.0, -11.0, 51.0, 13.0, 49.0}, {228.0, 7.0, 227.0, 246.0, 213.0, 188.0, 18.0, 169.0, 230.0, 163.0, 40.0, -11.0, 58.0, 16.0, 50.0}, {139.0, 8.0, 145.0, 160.0, 120.0, 106.0, 18.0, 84.0, 151.0, 78.0, 33.0, -10.0, 61.0, 9.0, 42.0}, {141.0, 7.0, 141.0, 162.0, 118.0, 107.0, 18.0, 106.0, 152.0, 75.0, 34.0, -11.0, 35.0, 10.0, 43.0}, {227.0, 7.0, 233.0, 243.0, 214.0, 188.0, 18.0, 170.0, 230.0, 164.0, 39.0, -11.0, 63.0, 13.0, 50.0}, {151.0, 8.0, 156.0, 173.0, 128.0, 114.0, 18.0, 115.0, 159.0, 85.0, 37.0, -10.0, 41.0, 14.0, 43.0}, {227.0, 7.0, 224.0, 242.0, 213.0, 188.0, 18.0, 172.0, 230.0, 164.0, 39.0, -11.0, 52.0, 12.0, 49.0}, {139.0, 8.0, 142.0, 161.0, 111.0, 104.0, 17.0, 81.0, 149.0, 72.0, 35.0, -9.0, 61.0, 12.0, 39.0}, {140.0, 7.0, 142.0, 160.0, 118.0, 106.0, 17.0, 105.0, 152.0, 77.0, 34.0, -10.0, 37.0, 8.0, 41.0}, {148.0, 7.0, 145.0, 170.0, 127.0, 113.0, 18.0, 115.0, 158.0, 85.0, 35.0, -11.0, 30.0, 12.0, 42.0}, {134.0, 6.0, 129.0, 147.0, 122.0, 102.0, 17.0, 84.0, 138.0, 79.0, 32.0, -11.0, 45.0, 9.0, 43.0}, {228.0, 7.0, 231.0, 244.0, 212.0, 191.0, 19.0, 168.0, 230.0, 163.0, 37.0, -12.0, 63.0, 14.0, 49.0}, {227.0, 7.0, 233.0, 242.0, 213.0, 188.0, 18.0, 170.0, 230.0, 164.0, 39.0, -11.0, 63.0, 12.0, 49.0}, {228.0, 7.0, 224.0, 244.0, 212.0, 188.0, 18.0, 168.0, 230.0, 164.0, 40.0, -11.0, 56.0, 14.0, 48.0}, {242.0, 5.0, 244.0, 254.0, 232.0, 204.0, 18.0, 181.0, 243.0, 176.0, 38.0, -13.0, 63.0, 11.0, 56.0}, {227.0, 7.0, 221.0, 244.0, 212.0, 188.0, 18.0, 170.0, 229.0, 164.0, 39.0, -11.0, 51.0, 15.0, 48.0}, {139.0, 8.0, 143.0, 160.0, 116.0, 104.0, 17.0, 85.0, 147.0, 74.0, 35.0, -9.0, 58.0, 13.0, 42.0}, {151.0, 8.0, 160.0, 171.0, 128.0, 115.0, 19.0, 96.0, 162.0, 85.0, 36.0, -11.0, 64.0, 9.0, 43.0}, {143.0, 8.0, 139.0, 164.0, 121.0, 110.0, 18.0, 110.0, 154.0, 81.0, 33.0, -10.0, 29.0, 10.0, 40.0}, {227.0, 7.0, 220.0, 241.0, 211.0, 189.0, 20.0, 169.0, 230.0, 163.0, 38.0, -13.0, 51.0, 11.0, 48.0}, {227.0, 7.0, 221.0, 243.0, 214.0, 188.0, 18.0, 170.0, 231.0, 164.0, 39.0, -11.0, 51.0, 12.0, 50.0}, {233.0, 7.0, 226.0, 254.0, 218.0, 193.0, 20.0, 195.0, 241.0, 164.0, 40.0, -13.0, 31.0, 13.0, 54.0}, {228.0, 7.0, 226.0, 245.0, 213.0, 188.0, 18.0, 169.0, 228.0, 164.0, 40.0, -11.0, 57.0, 17.0, 49.0}, {159.0, 6.0, 153.0, 172.0, 142.0, 127.0, 19.0, 106.0, 169.0, 101.0, 32.0, -13.0, 47.0, 3.0, 41.0}, {135.0, 6.0, 130.0, 149.0, 117.0, 104.0, 18.0, 87.0, 142.0, 79.0, 31.0, -12.0, 43.0, 7.0, 38.0}, {227.0, 7.0, 220.0, 242.0, 212.0, 188.0, 18.0, 171.0, 230.0, 163.0, 39.0, -11.0, 49.0, 12.0, 49.0}, {154.0, 8.0, 159.0, 177.0, 128.0, 118.0, 20.0, 94.0, 163.0, 85.0, 36.0, -12.0, 65.0, 14.0, 43.0}, {228.0, 7.0, 233.0, 242.0, 210.0, 188.0, 18.0, 170.0, 230.0, 163.0, 40.0, -11.0, 63.0, 12.0, 47.0}, {228.0, 7.0, 224.0, 245.0, 213.0, 188.0, 18.0, 169.0, 231.0, 163.0, 40.0, -11.0, 55.0, 14.0, 50.0}, {227.0, 7.0, 219.0, 243.0, 212.0, 188.0, 18.0, 170.0, 230.0, 164.0, 39.0, -11.0, 49.0, 13.0, 48.0}, {227.0, 7.0, 220.0, 242.0, 212.0, 188.0, 18.0, 170.0, 230.0, 162.0, 39.0, -11.0, 50.0, 12.0, 50.0}, {227.0, 7.0, 222.0, 242.0, 213.0, 188.0, 18.0, 170.0, 231.0, 163.0, 39.0, -11.0, 52.0, 11.0, 50.0}, {148.0, 7.0, 153.0, 170.0, 125.0, 114.0, 18.0, 115.0, 156.0, 81.0, 34.0, -11.0, 38.0, 14.0, 44.0}, {240.0, 6.0, 244.0, 254.0, 227.0, 203.0, 19.0, 230.0, 242.0, 173.0, 37.0, -13.0, 14.0, 12.0, 54.0}, {228.0, 7.0, 220.0, 245.0, 213.0, 188.0, 18.0, 169.0, 230.0, 164.0, 40.0, -11.0, 51.0, 15.0, 49.0}, {177.0, 5.0, 184.0, 191.0, 164.0, 146.0, 16.0, 168.0, 177.0, 115.0, 31.0, -11.0, 16.0, 14.0, 49.0}, {150.0, 8.0, 148.0, 169.0, 127.0, 115.0, 19.0, 94.0, 159.0, 85.0, 35.0, -11.0, 54.0, 10.0, 42.0}, {227.0, 7.0, 222.0, 242.0, 212.0, 188.0, 18.0, 171.0, 230.0, 163.0, 39.0, -11.0, 51.0, 12.0, 49.0}, {149.0, 8.0, 151.0, 170.0, 130.0, 114.0, 18.0, 92.0, 159.0, 86.0, 35.0, -10.0, 59.0, 11.0, 44.0}, {227.0, 7.0, 222.0, 244.0, 213.0, 187.0, 18.0, 171.0, 231.0, 164.0, 40.0, -11.0, 51.0, 13.0, 49.0}, {133.0, 5.0, 129.0, 145.0, 121.0, 102.0, 18.0, 86.0, 138.0, 77.0, 31.0, -13.0, 43.0, 7.0, 44.0}, {147.0, 8.0, 150.0, 173.0, 128.0, 111.0, 19.0, 90.0, 162.0, 83.0, 36.0, -11.0, 60.0, 11.0, 45.0}, {227.0, 7.0, 233.0, 244.0, 212.0, 188.0, 18.0, 169.0, 229.0, 164.0, 39.0, -11.0, 64.0, 15.0, 48.0}, {227.0, 7.0, 220.0, 245.0, 213.0, 188.0, 18.0, 169.0, 228.0, 163.0, 39.0, -11.0, 51.0, 17.0, 50.0}, {228.0, 7.0, 225.0, 244.0, 212.0, 188.0, 18.0, 169.0, 230.0, 164.0, 40.0, -11.0, 56.0, 14.0, 48.0}, {227.0, 7.0, 227.0, 243.0, 213.0, 188.0, 18.0, 169.0, 230.0, 163.0, 39.0, -11.0, 58.0, 13.0, 50.0}, {227.0, 7.0, 223.0, 243.0, 213.0, 188.0, 18.0, 170.0, 230.0, 164.0, 39.0, -11.0, 53.0, 13.0, 49.0}, {227.0, 7.0, 218.0, 243.0, 214.0, 188.0, 18.0, 171.0, 230.0, 164.0, 39.0, -11.0, 47.0, 13.0, 50.0}, {227.0, 7.0, 221.0, 242.0, 211.0, 188.0, 18.0, 167.0, 229.0, 163.0, 39.0, -11.0, 54.0, 13.0, 48.0}, {228.0, 7.0, 236.0, 245.0, 213.0, 188.0, 18.0, 170.0, 230.0, 164.0, 40.0, -11.0, 66.0, 15.0, 49.0}, {227.0, 7.0, 231.0, 246.0, 212.0, 188.0, 18.0, 174.0, 230.0, 163.0, 39.0, -11.0, 57.0, 16.0, 49.0}, {227.0, 7.0, 218.0, 242.0, 213.0, 188.0, 18.0, 171.0, 228.0, 164.0, 39.0, -11.0, 47.0, 14.0, 49.0}, {227.0, 7.0, 219.0, 242.0, 212.0, 188.0, 18.0, 170.0, 229.0, 164.0, 39.0, -11.0, 49.0, 13.0, 48.0}, {228.0, 7.0, 235.0, 246.0, 212.0, 191.0, 20.0, 169.0, 232.0, 163.0, 37.0, -13.0, 66.0, 14.0, 49.0}, {228.0, 7.0, 236.0, 244.0, 213.0, 188.0, 18.0, 170.0, 230.0, 164.0, 40.0, -11.0, 66.0, 14.0, 49.0}, {227.0, 7.0, 237.0, 242.0, 212.0, 188.0, 18.0, 168.0, 232.0, 164.0, 39.0, -11.0, 69.0, 10.0, 48.0}, {227.0, 7.0, 220.0, 242.0, 213.0, 188.0, 18.0, 170.0, 232.0, 163.0, 39.0, -11.0, 50.0, 10.0, 50.0}, {233.0, 7.0, 234.0, 252.0, 219.0, 191.0, 17.0, 212.0, 231.0, 165.0, 42.0, -10.0, 22.0, 21.0, 54.0}, {242.0, 5.0, 235.0, 254.0, 232.0, 203.0, 18.0, 180.0, 244.0, 176.0, 39.0, -13.0, 55.0, 10.0, 56.0}, {139.0, 8.0, 143.0, 167.0, 114.0, 105.0, 19.0, 84.0, 153.0, 75.0, 34.0, -11.0, 59.0, 14.0, 39.0}, {227.0, 7.0, 235.0, 244.0, 213.0, 188.0, 18.0, 170.0, 228.0, 163.0, 39.0, -11.0, 65.0, 16.0, 50.0}, {227.0, 7.0, 233.0, 243.0, 213.0, 188.0, 18.0, 168.0, 230.0, 164.0, 39.0, -11.0, 65.0, 13.0, 49.0}, {227.0, 7.0, 222.0, 243.0, 213.0, 188.0, 18.0, 167.0, 230.0, 164.0, 39.0, -11.0, 55.0, 13.0, 49.0}, {227.0, 7.0, 220.0, 243.0, 212.0, 188.0, 18.0, 171.0, 230.0, 163.0, 39.0, -11.0, 49.0, 13.0, 49.0}, {234.0, 7.0, 238.0, 254.0, 219.0, 196.0, 21.0, 195.0, 241.0, 165.0, 38.0, -14.0, 43.0, 13.0, 54.0}, {227.0, 7.0, 233.0, 243.0, 212.0, 187.0, 18.0, 170.0, 230.0, 163.0, 40.0, -11.0, 63.0, 13.0, 49.0}, {227.0, 7.0, 236.0, 244.0, 213.0, 188.0, 18.0, 170.0, 229.0, 163.0, 39.0, -11.0, 66.0, 15.0, 50.0}, {150.0, 9.0, 158.0, 171.0, 130.0, 114.0, 19.0, 110.0, 162.0, 82.0, 36.0, -10.0, 48.0, 9.0, 48.0}, {140.0, 8.0, 144.0, 159.0, 116.0, 104.0, 17.0, 82.0, 150.0, 77.0, 36.0, -9.0, 62.0, 9.0, 39.0}, {227.0, 7.0, 235.0, 243.0, 212.0, 188.0, 18.0, 170.0, 232.0, 162.0, 39.0, -11.0, 65.0, 11.0, 50.0}, {139.0, 7.0, 143.0, 159.0, 113.0, 107.0, 18.0, 85.0, 148.0, 76.0, 32.0, -11.0, 58.0, 11.0, 37.0}, {227.0, 7.0, 221.0, 241.0, 212.0, 188.0, 18.0, 169.0, 230.0, 164.0, 39.0, -11.0, 52.0, 11.0, 48.0}, {133.0, 6.0, 129.0, 145.0, 121.0, 101.0, 17.0, 83.0, 139.0, 79.0, 32.0, -11.0, 46.0, 6.0, 42.0}, {227.0, 7.0, 219.0, 242.0, 213.0, 188.0, 18.0, 169.0, 229.0, 164.0, 39.0, -11.0, 50.0, 13.0, 49.0}, {140.0, 7.0, 144.0, 159.0, 116.0, 108.0, 19.0, 105.0, 153.0, 73.0, 32.0, -12.0, 39.0, 6.0, 43.0}, {141.0, 8.0, 146.0, 160.0, 116.0, 105.0, 17.0, 104.0, 150.0, 72.0, 36.0, -9.0, 42.0, 10.0, 44.0}, {227.0, 7.0, 233.0, 242.0, 213.0, 188.0, 18.0, 170.0, 230.0, 164.0, 39.0, -11.0, 63.0, 12.0, 49.0}, {141.0, 8.0, 144.0, 160.0, 122.0, 107.0, 17.0, 105.0, 150.0, 78.0, 34.0, -9.0, 39.0, 10.0, 44.0}, {132.0, 7.0, 138.0, 149.0, 113.0, 101.0, 18.0, 83.0, 139.0, 75.0, 31.0, -11.0, 55.0, 10.0, 38.0}, {227.0, 7.0, 232.0, 242.0, 212.0, 188.0, 18.0, 170.0, 229.0, 163.0, 39.0, -11.0, 62.0, 13.0, 49.0}, {227.0, 7.0, 218.0, 242.0, 213.0, 188.0, 18.0, 170.0, 230.0, 164.0, 39.0, -11.0, 48.0, 12.0, 49.0}, {228.0, 7.0, 236.0, 244.0, 213.0, 188.0, 18.0, 168.0, 230.0, 165.0, 40.0, -11.0, 68.0, 14.0, 48.0}, {227.0, 7.0, 221.0, 242.0, 212.0, 188.0, 18.0, 169.0, 228.0, 164.0, 39.0, -11.0, 52.0, 14.0, 48.0}, {228.0, 7.0, 235.0, 245.0, 212.0, 187.0, 18.0, 171.0, 230.0, 163.0, 41.0, -11.0, 64.0, 15.0, 49.0}, {228.0, 7.0, 220.0, 246.0, 213.0, 188.0, 18.0, 172.0, 230.0, 163.0, 40.0, -11.0, 48.0, 16.0, 50.0}, {234.0, 7.0, 238.0, 252.0, 219.0, 193.0, 19.0, 199.0, 240.0, 166.0, 41.0, -12.0, 39.0, 12.0, 53.0}, {228.0, 7.0, 219.0, 244.0, 211.0, 188.0, 18.0, 169.0, 229.0, 163.0, 40.0, -11.0, 50.0, 15.0, 48.0}, {150.0, 8.0, 153.0, 172.0, 125.0, 114.0, 18.0, 91.0, 159.0, 85.0, 36.0, -10.0, 62.0, 13.0, 40.0}, {227.0, 7.0, 229.0, 242.0, 213.0, 188.0, 18.0, 170.0, 231.0, 163.0, 39.0, -11.0, 59.0, 11.0, 50.0}, {206.0, 9.0, 217.0, 224.0, 188.0, 167.0, 18.0, 150.0, 210.0, 138.0, 39.0, -9.0, 67.0, 14.0, 50.0}, {206.0, 8.0, 216.0, 226.0, 190.0, 168.0, 18.0, 154.0, 211.0, 143.0, 38.0, -10.0, 62.0, 15.0, 47.0}, {206.0, 8.0, 207.0, 227.0, 190.0, 170.0, 20.0, 151.0, 214.0, 143.0, 36.0, -12.0, 56.0, 13.0, 47.0}, {207.0, 8.0, 198.0, 226.0, 191.0, 171.0, 20.0, 153.0, 218.0, 143.0, 36.0, -12.0, 45.0, 8.0, 48.0}, {207.0, 8.0, 218.0, 225.0, 190.0, 167.0, 18.0, 150.0, 212.0, 142.0, 40.0, -10.0, 68.0, 13.0, 48.0}, {207.0, 8.0, 196.0, 226.0, 191.0, 168.0, 18.0, 153.0, 213.0, 144.0, 39.0, -10.0, 43.0, 13.0, 47.0}, {207.0, 8.0, 199.0, 225.0, 190.0, 167.0, 18.0, 152.0, 213.0, 143.0, 40.0, -10.0, 47.0, 12.0, 47.0}, {207.0, 8.0, 204.0, 226.0, 192.0, 171.0, 20.0, 155.0, 218.0, 143.0, 36.0, -12.0, 49.0, 8.0, 49.0}, {207.0, 8.0, 212.0, 223.0, 191.0, 171.0, 20.0, 152.0, 216.0, 144.0, 36.0, -12.0, 60.0, 7.0, 47.0}, {207.0, 8.0, 217.0, 226.0, 190.0, 167.0, 18.0, 150.0, 211.0, 142.0, 40.0, -10.0, 67.0, 15.0, 48.0}, {206.0, 8.0, 218.0, 223.0, 189.0, 167.0, 18.0, 158.0, 209.0, 142.0, 39.0, -10.0, 60.0, 14.0, 47.0}, {161.0, 7.0, 169.0, 177.0, 144.0, 130.0, 14.0, 121.0, 164.0, 101.0, 31.0, -7.0, 48.0, 13.0, 43.0}, {162.0, 7.0, 161.0, 177.0, 147.0, 132.0, 14.0, 120.0, 163.0, 105.0, 30.0, -7.0, 41.0, 14.0, 42.0}, {205.0, 8.0, 214.0, 224.0, 190.0, 167.0, 18.0, 150.0, 207.0, 141.0, 38.0, -10.0, 64.0, 17.0, 49.0}, {207.0, 8.0, 217.0, 227.0, 190.0, 171.0, 21.0, 152.0, 217.0, 142.0, 36.0, -13.0, 65.0, 10.0, 48.0}, {207.0, 8.0, 198.0, 225.0, 190.0, 167.0, 18.0, 152.0, 211.0, 142.0, 40.0, -10.0, 46.0, 14.0, 48.0}, {206.0, 8.0, 196.0, 224.0, 188.0, 170.0, 20.0, 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    double inters[] = {10.626000725957786, 4.3923323193876396, 1.2280312537043601, 0.29695259544213365, -0.012810811149343477, -6.0288527478173926, -0.97396136784511689, -0.25192053708441042, -0.63844379805289175, 1.9060895345906061, 0.48613486852744037, 0.024796395712182489, 1.2213093028220774, 0.055946729921107385, 1.7319458991031462};
    int classes[] = {0, 1, 2, 4, 6, 7};
    
    // <x,x'>
    double kernels[723];
    double kernel;
    for (i = 0; i < 723; i++) {
        kernel = 0.;
        for (j = 0; j < 15; j++) {
            kernel += svs[i][j] * atts[j];
        }
        kernels[i] = kernel;
    }
    
    int starts[6];
    for (i = 0; i < 6; i++) {
        if (i != 0) {
            int start = 0;
            for (j = 0; j < i; j++) {
                start += n_svs[j];
            }
            starts[i] = start;
        } else {
            starts[0] = 0;
        }
    }
    
    int ends[6];
    for (i = 0; i < 6; i++) {
        ends[i] = n_svs[i] + starts[i];
    }
    
    double decisions[15];
    for (i = 0, d = 0, l = 6; i < l; i++) {
        for (j = i + 1; j < l; j++) {
            double tmp = 0.;
            for (k = starts[j]; k < ends[j]; k++) {
                tmp += kernels[k] * coeffs[i][k];
            }
            for (k = starts[i]; k < ends[i]; k++) {
                tmp += kernels[k] * coeffs[j - 1][k];
            }
            decisions[d] = tmp + inters[d];
            d = d + 1;
        }
    }
    
    int votes[15];
    for (i = 0, d = 0, l = 6; i < l; i++) {
        for (j = i + 1; j < l; j++) {
            votes[d] = decisions[d] > 0 ? i : j;
            d = d + 1;
        }
    }
    
    int amounts[6];
    for (i = 0, l = 6; i < l; i++) {
        amounts[i] = 0;
    }
    for (i = 0, l = 15; i < l; i++) {
        amounts[votes[i]] += 1;
    }
    
    int class_val = -1, class_idx = -1;
    for (i = 0, l = 6; i < l; i++) {
        if (amounts[i] > class_val) {
            class_val = amounts[i];
            class_idx = i;
        }
    }
    return classes[class_idx];
}

int main(int argc, const char * argv[]) {
    float atts[argc-1];
    int i = 0;
    for (i = 1; i < argc; i++) {
        atts[i-1] = atof(argv[i]);
    }
    printf("%d", predict(atts));
    return 0;
}