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CS360 - ML Lab - Assignment 4 - Solved

Linear Regression:​ ​Reference

  

 

 

Logistic Regression (Marks: 10) 

1. Implements the logistic regression over the breast cancer wisconsin dataset (Hint: Load dataset using “sklearn.datasets.load_breast_cancer”​               )​ 

a. Compute training and testing accuracy on the table mentioned below by varying training samples (from 10% to 60%). Moreover, please save the table as a CSV file. 

1.
Amount of 

randomly 

selected training data 
2. Training accuracy 
3. Testing accuracy 
 
10% 
 
 
 
20% 
 
 
 
30% 
 
 
 
40% 
 
 
 
50% 
 
 
 
60% 
 
 
 

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