From c03b5e3a9478f2f873da0c7212dcdd2b5fe76968 Mon Sep 17 00:00:00 2001 From: BossMouseFire Date: Sun, 15 Oct 2023 17:58:47 +0400 Subject: [PATCH] Lab1 --- abanin_daniil_lab_1/README.md | 47 ++++++++++++++++++++++ abanin_daniil_lab_1/greb_reg.jpg | Bin 0 -> 60545 bytes abanin_daniil_lab_1/lab1.py | 66 +++++++++++++++++++++++++++++++ abanin_daniil_lab_1/lin_reg.jpg | Bin 0 -> 30173 bytes abanin_daniil_lab_1/pol_reg.jpg | Bin 0 -> 64112 bytes 5 files changed, 113 insertions(+) create mode 100644 abanin_daniil_lab_1/README.md create mode 100644 abanin_daniil_lab_1/greb_reg.jpg create mode 100644 abanin_daniil_lab_1/lab1.py create mode 100644 abanin_daniil_lab_1/lin_reg.jpg create mode 100644 abanin_daniil_lab_1/pol_reg.jpg diff --git a/abanin_daniil_lab_1/README.md b/abanin_daniil_lab_1/README.md new file mode 100644 index 0000000..3bbfb95 --- /dev/null +++ b/abanin_daniil_lab_1/README.md @@ -0,0 +1,47 @@ +## Лабораторная работа №1 + +### Работа с типовыми наборами данных и различными моделями + +### ПИбд-41 Абанин Даниил + +### Как запустить лабораторную работу: + +* установить python, numpy, matplotlib, sklearn +* запустить проект (стартовая точка класс lab1) + +### Какие технологии использовались: + +* Язык программирования `Python`, +* Библиотеки numpy, matplotlib, sklearn +* Среда разработки `PyCharm` + +### Что делает лабораторная работа: + +* Программа гененерирует данные с make_moonsmake_moons (noise=0.3, random_state=rs) +* Сравнивает три типа моделей: инейная, полиномиальная, гребневая полиномиальная регрессии + +### Примеры работы: + +#### Результаты: +MAE - средняя абсолютная ошибка, измеряет среднюю абсолютную разницу между прогнозируемыми значениями модели и фактическими значениями целевой переменной +MSE - средняя квадратическая ошибка, измеряет среднюю квадратичную разницу между прогнозируемыми значениями модели и фактическими значениями целевой переменной + +Чем меньше значения показателей, тем лучше модель справляется с предсказанием + +Линейная регрессия +MAE 0.2959889435199454 +MSE 0.13997968555679302 + +Полиномиальная регрессия +MAE 0.21662135861071705 +MSE 0.08198825629271855 + +Гребневая полиномиальная регрессия +MAE 0.2102788716636562 +MSE 0.07440133949387796 + +Лучший результат показала модель **Гребневая полиномиальная регрессия** + +![Lin](lin_reg.jpg) +![Pol](pol_reg.jpg) +![Greb](greb_reg.jpg) diff --git a/abanin_daniil_lab_1/greb_reg.jpg b/abanin_daniil_lab_1/greb_reg.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d57a966c63cd14ed33c15ccd4c7c34f85227e88a GIT binary patch literal 60545 zcmeFYQ+VCo7X}!+v28TAPi&`+-8hYH+i2s)ZJNfmZ8o-TbAD~V|2#8uF&A?^`|3P7 zIeYK5*V^xT7j}fQqSQMCd;~Bsuy-=j;;LX^5dL6b;OlS@z+alG<*LEJ{J~_zMLxRg zAL~J9V%FniH3x}BiXlGJ*)rNfM>fkPkV7NPZ7MI<3Og{Ww@5@{7D{Nh2-B7I0)KF8 zer~T%8y+)ry>lJ68@L-j^Q~u3OOsFZSo0bjj_SkwH^>Roy@f^o4zlN5IL&{b&~yI( zPygS}fXw=Qe=(GKAL6ZO$z)o*l8i^ z*m%HEhy~o+D6&94@6B(Bo%Y6{pI)D@#xLQa{|uBIxcQ-Vs2005(1W-psZ=bXf%ip- 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