机器学习分类预测shap图热力图mse auc ap实战

效果：

 

 

 代码：

import matplotlib
import pandas as pd
import sklearn
import numpy as np
from pandas import DataFrame
import seaborn as sns
import matplotlib.pyplot as plt
from matplotlib.font_manager import FontProperties
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.model_selection import KFold
from sklearn.metrics import classification_report
from sklearn.model_selection import learning_curve
from sklearn.model_selection import validation_curve
from sklearn.model_selection import cross_val_score
from sklearn.preprocessing import StandardScaler
fro