f16.py

import numpy as np
import matplotlib.pyplot as plt
import random 
import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn import preprocessing
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import RandomForestRegressor
from sklearn.linear_model import LinearRegression
from sklearn import metrics
from sklearn.metrics import f1_score
from sklearn.metrics import mean_squared_error
import sys
from typing import Sequence
sys.path.append("..")
from geneticalg.core.AbstractSolver import AbstractSolver