Individual name and Company name Classification

[Safiuddin]

Hi everyone,

I have a column Originating Master Name which consists of Company names and individual names in the database.

I have prepared a 1000 row of data consist of corrected Company names and Individual names to its class which is attached below.

How can I classify the data in my database using the 1000 row as a sample for the decision making?

I have Intelligence Suite license so I can integrate any machine learning model.

Any help would be welcome, thanks.

[Safiuddin]

I've made some progress by running fuzzy matches between those two data source to generate and compare the keys.

Now im getting 2 million data from those matches and I dont know where to go from here