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z=Ibx7xcB%HU&>hB7q{#KMwvA=HI+qO7?`=ROYg0sJQ0Fw!@L`2<62M7h;3o^_?zpK z;b|iVE}j6>Q&J%k@>{8q@16OV++V0ZXp7Tr#N$V##!E|!oJI)SqV7h!@<#TZ)@a`% z;7Vz_9t}9A-xNp$vTLRLs^@7XU^I;akStc5)`Xprd1w-iQj`Mqh42ugDjk;*!2qbQ zbSEuUeKdRaw&+!v*wtysoLsyLl*MDqr2}dHR2jM6OZXrC;9TGNk?)GpdhNT)y`6K+=c!njLmOe2TY>kgT2d-6qGH zjE9yquDA?|)nylDU6%sZp;2Vi_y13Oy2i2Vt`~8f|M&eS|BpTWS6-p=+eiF1P`~oR gga3J;UcBk= elim_kp: + print(" * " + key + ": " + str(value) + " - Approved") + else: + print(" * " + key + ": " + str(value) + " - Eliminated") + del_keys.append(key) + + for key in del_keys: + ranks.pop(key) + + return filename, ranks.keys() + + +# Метод решения задачи классификации, основанный только на значимых параметрах +def most_valuable_prediction(params): + filename = params[0] + val_p = params[1] + df = pd.read_csv(filename, sep=',') + x_train = df[val_p].iloc[0:round(len(df) / 100 * 99)] + y_train = df["HeartDisease"].iloc[0:round(len(df) / 100 * 99)] + x_test = df[val_p].iloc[round(len(df) / 100 * 99):len(df)] + y_test = df["HeartDisease"].iloc[round(len(df) / 100 * 99):len(df)] + + dtc = DecisionTreeClassifier(random_state=241) + dtc.fit(x_train.values, y_train.values) + y_predict = dtc.predict(x_test.values) + err = pred_errors(y_predict, y_test.values) + make_plots(y_test.values, y_predict, err[0], err[1], "Только важные параметры") + + +# Метод рассчёта ошибок +def pred_errors(y_predict, y_test): + mid_square = np.round(np.sqrt(metrics.mean_squared_error(y_test, y_predict)),3) # Рассчёт среднеквадратичной ошибки модели + det_kp = np.round(metrics.accuracy_score (y_test, y_predict), 2) # Рассчёт коэфициента детерминации модели + return mid_square, det_kp + + +# Метод отрисовки графиков +def make_plots(y_test, y_predict, mid_sqrt, det_kp, title): + plt.plot(y_test, c="red", label="\"y\" исходная") # Создание графика исходной функции + plt.plot(y_predict, c="green", label="\"y\" предсказанная \n" + "Ср^2 = " + str(mid_sqrt) + "\n" + "Кд = " + str(det_kp)) # Создание графика предсказанной функции + plt.legend(loc='lower left') + plt.title(title) + plt.savefig('static/' + title + '.png') + plt.close() + + +if __name__ == '__main__': + # Работа системы в комплексе + # Здесь elim_kp - значение пороговой значимости параметра (выбран эмпирически) + most_valuable_prediction(param_range(normalisation("P:\\ULSTU\\ИИС\\Datasets\\heart_2020_cleaned.csv"), 0.05)) + +