直接看数据与结果:本博客付完整的代码数据----
导入模块
In [1]:
#!pip install lightgbm import rasterio as rio import lightgbm as lgb import pandas as pd import seaborn as sns from sklearn.model_selection import train_test_split from sklearn.preprocessing import StandardScaler from sklearn.metrics import classification_report, accuracy_score, confusion_matrix from matplotlib.colors import ListedColormap from glob import glob from scipy.io import loadmat import earthpy.plot as ep import matplotlib.pyplot as plt
读取数据
In [2]:
# 波段数据
S_sentinel_bands = glob('/home/mw/input/remote1902/data/sundarbans_data/*B?*.tiff')
S_sentinel_bands.sort()
l = []
for i in S_