#!/usr/bin/env python
# coding: utf-8

# # Example-3 (Activation Threshold)

# In[1]:


from pycm import ConfusionMatrix

def activation_1(i):
    if i<0.75:
        return 1
    else:
        return 0


# In[2]:


y_actual = [1,1,0,1,1,0]
y_pred = [0.65,0.34,0.80,0.54,0.32,0.12]


# In[3]:


cm = ConfusionMatrix(y_actual,y_pred,threshold=activation_1)
cm.classes


# In[4]:


print(cm)