Вариант 8
Разработать программно-алгоритмическое обеспечение и с его помощью сравнить способность нейросетевых моделей с различными видами активационных функций к обобщению входных данных на примере заданной выборки данных, предварительно разделив последнюю на обучающую и тестовую.
Вход 1 |
Вход 2 |
Вход 3 |
Вход 4 |
Вход 5 |
Выход 1 |
Выход 2 |
Выход 3 |
Выход 4 |
–1,715 |
–3,201 |
–0,912 |
4,267 |
–1,241 |
0 |
1 |
1 |
1 |
–4,220 |
–3,053 |
–2,648 |
–0,039 |
–1,261 |
0 |
0 |
1 |
1 |
–0,163 |
3,536 |
–2,605 |
–0,704 |
–3,400 |
1 |
0 |
0 |
0 |
–1,433 |
–3,080 |
3,029 |
–2,219 |
–3,243 |
0 |
0 |
0 |
1 |
2,279 |
–4,811 |
–2,800 |
–2,015 |
–3,773 |
1 |
0 |
1 |
0 |
4,848 |
–1,305 |
–3,691 |
–3,751 |
–2,038 |
0 |
0 |
1 |
0 |
–4,092 |
3,085 |
3,318 |
–4,411 |
4,488 |
1 |
0 |
1 |
0 |
–3,802 |
–3,838 |
–1,940 |
0,610 |
1,775 |
0 |
0 |
1 |
0 |
1,162 |
–2,091 |
4,382 |
–0,039 |
–2,864 |
0 |
0 |
0 |
0 |
3,980 |
–4,639 |
1,760 |
2,420 |
3,899 |
1 |
0 |
0 |
1 |
–1,846 |
0,573 |
0,406 |
0,195 |
4,759 |
1 |
0 |
1 |
0 |
4,349 |
–3,557 |
2,741 |
3,744 |
–4,402 |
1 |
1 |
0 |
0 |
1,028 |
–3,283 |
4,288 |
–1,422 |
2,482 |
1 |
0 |
0 |
1 |
0,943 |
3,676 |
–3,481 |
–3,702 |
2,294 |
0 |
1 |
0 |
1 |
–4,878 |
–3,329 |
–3,776 |
3,228 |
–3,541 |
0 |
1 |
1 |
1 |
4,989 |
4,819 |
2,118 |
–4,085 |
–1,443 |
0 |
0 |
1 |
0 |
–0,828 |
3,562 |
1,972 |
3,261 |
–2,310 |
1 |
1 |
1 |
1 |
2,612 |
1,329 |
1,052 |
3,608 |
–0,579 |
0 |
0 |
1 |
0 |
0,031 |
1,017 |
–2,677 |
1,697 |
–0,394 |
0 |
0 |
0 |
0 |
–1,312 |
–2,458 |
0,975 |
4,382 |
–2,996 |
0 |
1 |
0 |
1 |
3,522 |
3,048 |
2,770 |
–4,927 |
1,480 |
0 |
1 |
1 |
1 |
–3,903 |
–4,909 |
3,689 |
–3,033 |
1,946 |
0 |
0 |
0 |
0 |
–0,257 |
–2,541 |
–2,677 |
4,671 |
0,028 |
0 |
0 |
1 |
0 |
1,998 |
–4,317 |
–3,467 |
1,197 |
–1,851 |
1 |
1 |
1 |
0 |
–4,122 |
0,489 |
4,678 |
3,025 |
–0,958 |
1 |
1 |
1 |
1 |
–3,977 |
–3,952 |
1,743 |
–4,101 |
1,031 |
0 |
0 |
0 |
0 |
–1,774 |
0,715 |
4,917 |
1,843 |
3,771 |
1 |
0 |
1 |
0 |
–3,630 |
–2,510 |
–3,610 |
3,349 |
–4,277 |
0 |
1 |
1 |
1 |
–1,345 |
4,875 |
1,456 |
–0,843 |
–4,077 |
1 |
0 |
1 |
1 |
4,412 |
2,553 |
–1,013 |
2,320 |
–0,736 |
0 |
0 |
0 |
0 |
0,419 |
2,934 |
4,767 |
0,644 |
0,392 |
0 |
0 |
1 |
1 |
4,807 |
–1,932 |
1,063 |
–3,566 |
–0,830 |
0 |
0 |
0 |
0 |
3,429 |
–1,656 |
2,153 |
–1,011 |
–4,956 |
0 |
0 |
0 |
0 |
–3,599 |
–3,274 |
1,066 |
–2,424 |
1,135 |
0 |
0 |
0 |
0 |
1,327 |
–2,127 |
2,683 |
–0,932 |
3,496 |
1 |
0 |
0 |
1 |
–3,864 |
2,626 |
3,249 |
–3,589 |
4,870 |
1 |
0 |
1 |
0 |
2,179 |
1,298 |
4,009 |
–2,014 |
–1,027 |
0 |
0 |
1 |
0 |
4,708 |
–4,679 |
0,056 |
3,490 |
1,678 |
1 |
0 |
0 |
1 |
Лабораторная работа по курсу «Методы искусственного интеллекта».