import matplotlib.pyplot as plt
import matplotlib as mpl

# 设置全局字体为 Times New Roman
mpl.rcParams['font.family'] = 'Times New Roman'
mpl.rcParams['font.serif'] = ['Times New Roman']
mpl.rcParams['axes.titlesize'] = 14
mpl.rcParams['axes.labelsize'] = 12
mpl.rcParams['xtick.labelsize'] = 12
mpl.rcParams['ytick.labelsize'] = 12
mpl.rcParams['legend.fontsize'] = 12

alpha = 0.7

# 2*7
x_2x7 = [10, 14]
y_2x7 = [80.075, 80.083]
plt.plot(x_2x7, y_2x7, 'o-', color='blue', alpha=alpha, label="2*7")

# 2*10
x_2x10 = [10, 15, 20]
y_2x10 = [80.549, 80.585, 80.59]
plt.plot(x_2x10, y_2x10, 's-', color='green', alpha=alpha, label="2*10")

# 4*10
x_4x10 = [10, 15, 20, 25, 30, 35, 40]
y_4x10 = [80.3, 80.824, 80.805, 80.799, 80.798, 80.796, 80.794]
plt.plot(x_4x10, y_4x10, 'd-', color='red', alpha=alpha, label="4*10")

# 5*12
x_5x12 = [10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60]
y_5x12 = [79.742, 80.809, 80.9, 80.924, 80.919, 80.92, 80.921, 80.924, 80.923, 80.923, 80.924]
plt.plot(x_5x12, y_5x12, 'v-', color='purple', alpha=alpha, label="5*12")

# 6*18
x_6x13 = [10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 78]
y_6x13 = [78.576, 80.53, 80.907, 80.953, 80.955, 80.958, 80.956, 80.958, 80.963, 80.965, 80.962, 80.962, 80.962, 80.962]
plt.plot(x_6x13, y_6x13, 'p-', color='orange', alpha=alpha, label="6*13")

plt.xlabel("Anchor Number")  # 横坐标名字
plt.ylabel("F1-Score")  # 纵坐标名字
plt.legend(loc="best", title="Polarmap Size")  # 图例标题
plt.savefig('anchor_num_testing.png', dpi=300)
plt.show()