Combat 31: Breast cancer disease prediction based on machine learning medical breast cancer data

Project video explanation: breast cancer disease prediction complete code data sharing based on machine learning medical breast cancer data_哔哩哔哩_bilibili

Effect demo:

 code:

#第一步！导入我们需要的工具
import numpy as np 
import pandas as pd 
import matplotlib.pyplot as plt
import seaborn as sns 
%matplotlib inline
from sklearn.linear_model import LogisticRegression 
from sklearn.model_selection import train_test_split 
from sklearn.model_selection import KFold 
from sklearn.model_selection import GridSearchCV
from sklearn.ensemble import RandomForestClas