数据分析结果展示:
完整代码:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
plt.rcParams['font.sans-serif']='simhei'
plt.rcParams['axes.unicode_minus']=False
import warnings
warnings.filterwarnings("ignore")
from sklearn.preprocessing import StandardScaler
from xgboost import XGBClassifier
from sklearn.ensemble import StackingClassifier
from sklearn.neural_network import MLPClassifier
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LogisticRegression
from sklearn.metrics