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hinge python

Innocent Iguana answered on January 7, 2024 Popularity 6/10 Helpfulness 5/10

answer hinge python

hinge python

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import numpy as np
import matplotlib.pyplot as plt
# Mathematical functions for logistic and hinge losses
def log_loss(raw_model_output):
   return np.log(1+np.exp(-raw_model_output))
def hinge_loss(raw_model_output):
   return np.maximum(0,1-raw_model_output)

# Create a grid of values and plot
grid = np.linspace(-2,2,1000)
plt.plot(grid, log_loss(grid), label='logistic')
plt.plot(grid, hinge_loss(grid), label='hinge')
plt.legend()
plt.show()

Popularity 6/10 Helpfulness 5/10 Language python

Source: Grepper

Tags: python

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Contributed on Jan 07 2024

Innocent Iguana

0 Answers Avg Quality 2/10

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