Python ICP4 - AnushaPalla/Python-icp4 GitHub Wiki

1)Implementing Naïve Bayes method using scikit-learn library

Explanation:

Load the dataset. Assign data and target to two different variables and by using train_test_split method we are splitting the data into test and train data. Here Gaussian Navie bayes is used to fit the model using train data of x and y.

Output

2)Implement linear SVM method using scikit library

Explanation:

Output

3)use the SVM with RBF kernel

Explanation:

Output

Youtube link

https://youtu.be/npeoDlHIEj4